Eliza chewed on her lip, a habit she’d picked up in moments of stress, the skin around her nails already red and raw. The air in the conference room seemed thick, suffocating. She sat rigid, back stiff against the uncomfortable chair, listening to the presentation. Her gaze drifted out the window, focusing on a distant building, anything to avoid eye contact with her colleagues.

It was a hollow echo in her mind, like a bad pop song. She'd put in the years, the effort, the relentless grind. Yet, here was Liam, fresh out of college, already surpassing her in pay. The words "market value" and "negotiation power" had bounced around the office like confetti at a party she wasn’t invited to.

Her jaw ached. She excused herself early, muttering something about a headache, and fled. Outside, the city felt oppressive, the sounds of traffic grating on her nerves. She walked, head down, the soles of her shoes pounding the pavement, trying to outrun the knot of resentment twisting in her gut.

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