Rain lashed against the dorm window, mirroring the tempest inside Amelia. She slammed the door to their shared room, the sound echoing in the cramped space. Her roommate, Sarah, looked up from a textbook, a hesitant smile on her face. Amelia ignored her, stalking to her desk, the muscles in her jaw tight. She grabbed her journal, a familiar ache blooming in her chest when she noticed the slightly bent corner of a page. A flicker of cold rage shot through her. “Did you read this?” she asked, her voice dangerously low.

Sarah's face turned a shade of pink. "I... I just saw it open on the desk." Her voice was a nervous whisper. Amelia stared at her, her eyes narrowed, her fists clenched. The room suddenly felt suffocating, filled with Sarah's forced cheeriness and the palpable weight of betrayal. She wanted to scream, to lash out, to rip the words off the page and swallow them whole.

She shoved the journal into her backpack, the movement abrupt and violent. "Just stay out of my things," she said, her voice flat. Then, she turned and walked out, the slam of the door a final punctuation mark to the silent battle that had just concluded.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330