The first nail gun burst shattered the morning. Sarah almost dropped her coffee mug, the ceramic clinking against the countertop. She gripped it tighter, her knuckles white. Each blast resonated through the thin walls, vibrating into her bones. Outside, the world was a cacophony of hammering and shouting. Her jaw ached; she couldn’t seem to unclench it.

She glanced at the half-finished crossword puzzle on the kitchen table. The words blurred before her eyes, illegible. Taking a shaky breath, Sarah forced herself to sit, determined to regain some semblance of control. But the rhythmic pounding continued, relentless and unforgiving.

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