Sweat beaded on Elias's forehead, tracing a path down his temple. He compulsively checked his watch for the tenth time in as many minutes. The departure board flickered, mocking him with another delay announcement. His sister's wedding. He needed to be there. He needed to see her face. He needed to give that speech. He ran a hand through his already disheveled hair, the gesture doing little to calm the agitated rhythm of his heart. The stale air of the airport seemed to thicken, making it difficult to breathe.

He slammed his fist lightly against the armrest of the seat. He thought about calling his sister again, but he stopped. The last time, her voice had been so joyous, so filled with anticipation. He didn't want to ruin that with his news. The automated voice chimed, yet another delay. He stood up, pacing back and forth, the polished floor reflecting the frantic energy that was consuming him. He had to be there.

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