Liam ran a hand through his hair, leaving it standing on end. He couldn't sit still, pacing the length of his cramped dorm room. The accusation, delivered with clipped precision by the university, had left him feeling utterly undone.

He glanced at the clock on his laptop, the seconds ticking by like drops of acid. The meeting with the dean was in an hour, and he felt a cold sweat prickling his skin. He stopped pacing and picked up a textbook, flipping through the pages without absorbing a single word.

His jaw muscles ached with a suppressed clench. He wished he could rewind time, erase the choices that had led to this. Every thought felt trapped in a suffocating cycle of panic.

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
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198