The chipped mug in Maya’s hand trembled, the lukewarm coffee sloshing over the rim. She sat hunched in the armchair, the pages of her journal staring back at her. She’d found it this morning, slightly askew on her roommate, Chloe’s, desk. A specific passage, recounting her feelings about a recent heartbreak, was marked with a post-it note.

She felt a wave of shame, a deep-seated vulnerability that made her want to disappear. Her cheeks burned. She stared at the floor, unable to meet her own gaze. Her shoulders slumped. Chloe was whistling in the hallway, as if nothing had happened.

Maya took a shaky sip of her coffee, the bitterness doing nothing to soothe the ache in her chest. She needed to say something, but the words felt trapped, tangled in her throat. She closed her eyes, the image of the post-it note seared into her eyelids. She felt profoundly alone.

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