Amelia sat at her desk, the glow of the laptop screen reflecting in her wide, unblinking eyes. Her fingers hovered over the keyboard, unable to type. The email, the one that had shattered her world, remained open. She took a shuddering breath.

She stared at the words, each one a betrayal: β€œ...an error….” The scholarship, the only thing that allowed her to live and study, was gone. Her vision swam, the familiar room starting to feel alien. She ran a hand across her forehead, pushing back the strands of hair that clung to her damp skin.

She felt a wave of nausea, a sudden and overwhelming need to escape. She pushed herself away from the desk, her legs unsteady.

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
πŸ˜–0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198