The sterile brightness of the office did nothing to alleviate the internal darkness that seemed to cling to Ethan like a second skin. He felt a persistent tightness in his chest, making it difficult to breathe. The hum of the fluorescent lights grated on his nerves. He wanted to scream.

He arrived home later than usual. A sense of dread settled in his stomach as he opened the door. He found him, his boyfriend, Leo, sitting at the kitchen table, a book open in front of him. A book in his native tongue.

Ethan stood in the doorway, arms folded. Leo looked up, a tentative smile on his face. He gestured towards the book. "I'm trying…" His voice was hesitant. Ethan said nothing, just turned and walked away. The silence of the apartment was suffocating.

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