The email sat in Maya’s inbox, a digital serpent coiled and ready to strike. Her fingers, usually nimble on the keyboard, fumbled as she finally clicked it open. Her heart hammered against her ribs, a frantic drummer in a silent concert hall.

The subject line, “Regarding Your Submission,” was enough to make her breath catch. She scanned the accusations, the words blurring before her eyes. The professor, usually so jovial, had adopted a chilling formality.

Her stomach felt like a knot of barbed wire. She swallowed hard, trying to force down the sudden dryness in her throat. She re-read the email, each sentence a fresh blow to her already fragile composure.

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