The air conditioning hummed, a monotonous drone that did little to alleviate the heat creeping up her neck. She pushed a stray strand of hair behind her ear, her fingers trembling slightly. The office, usually a place of familiarity, felt alien and hostile. The fluorescent lights overhead seemed to buzz with a relentless intensity. Her phone buzzed in her pocket, a small, unwelcome tremor. She read the message, her lips thinning into a tight line. It was over, before it had even begun.

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