"How was your day?" his partner asked.

"Fine," replied Paul, his voice tight, avoiding eye contact as he started working on dinner. He moved around the kitchen with quick, jerky motions, more than usually clumsy. He felt a constant pressure behind his eyes, a sensation like a low-level headache.

He usually loved making dinner. The familiar task was a relief after a stressful day. Tonight, however, it just added to his general agitation. He felt a sharp, almost overwhelming, need to escape, to be anywhere but here. The television news in the background seemed to taunt him with their constant, upbeat chatter.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228