The exam paper lay on the desk, accusingly. James stared at the damning lines of text, a cold sweat beading on his forehead. The room was silent save for his own ragged breathing.

He closed his eyes, fighting back the wave of dizziness that threatened to consume him. He’d made a mistake, a terrible mistake, and now the consequences loomed large.

He opened his eyes and picked up his pen, the metal cool against his trembling fingers. He began to write, desperately trying to explain, to justify, to somehow lessen the weight of the accusations.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
πŸ˜–0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198