He ran a hand through his hair, leaving it a mess. The invitation lay on his desk, mocking him. Liam glanced at it again, his jaw clenching. He picked it up, then immediately put it back down, as if it had burned him.

His gaze flicked to the calendar. Next month. He'd have to make travel arrangements, book a hotel, find something to wear… the thought of it overwhelmed him.

He got up from his chair and began to pace. The room felt small, the walls closing in. He felt a throbbing in his temples. He needed to be somewhere else, anywhere else. He grabbed his keys and left without a word.

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