"Condos," Mark muttered, reading the notice again. He slammed his fist on the counter, rattling the coffee mugs. He'd lived in this building for fifteen years; it was more than just an apartment; it was home. He ran a hand through his hair, tugging at the strands until his scalp prickled.

He felt a sudden, almost overwhelming urge to pace. He marched from the living room to the bedroom, back again, each step sharp and agitated. The walls seemed to close in, the air thick and difficult to breathe. He imagined the new owners, the renovations, the inevitable changes that would erase the familiar comfort he’d cherished.

He grabbed his keys and yanked open the door, needing to escape, needing air. The hallway felt oppressive, the fluorescent lights harsh and unforgiving. He wanted to get away, to walk until his legs ached, until the feeling in his chest lessened.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🀩-0.210