He ran a hand through his hair, a gesture he’d repeated a dozen times since leaving his apartment. The walk felt longer than usual, each step amplified by the expectation. He’d meticulously planned everything: the cafe, the time, the conversation starters. But now, as he stood outside the door, the carefully constructed plan felt flimsy.

A knot tightened in his gut. The aroma of pastries did little to soothe him. Inside, he spotted a woman with fiery red hair, the same vibrant color he had admired in her profile picture. He knew it was her. When he walked over, the muscles in his legs felt stiff, as if they were holding him back. He felt a sudden, inexplicable need to leave, but he forced himself forward.

“Sarah?” he managed, the word escaping on a shaky breath.

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