"Are you alright, Sarah? You've been pacing like a caged animal," her mother said, her voice laced with concern. Sarah stopped abruptly. The invitations, stacked neatly on the table, seemed to mock her. Her carefully constructed schedule for the afternoon, the hours of planning, now threatened to unravel. Her best friend, Emily, was also celebrating her birthday. They’d been inseparable since childhood, yet somehow, they'd both chosen the same date. A tremor ran down her spine. "Just…excited," she managed, her voice barely a whisper. She picked up a pen and started circling a name on the invitation list.

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