The email glowed on Elara's phone, a malevolent sun in the dim library. Her breath hitched. The subject line, “Scholarship Re-Evaluation,” felt like a physical blow. She gripped the worn spine of her textbook, knuckles white. Her stomach churned, a cold knot forming. A bead of sweat trickled down her temple, and she swiped at it with a shaky hand. Her gaze darted around the quiet room, as if expecting someone to materialize and confirm her suspicion.

The words swam on the screen. “...due to an administrative error…” The error was her. Her stomach lurched again. She reread the sentence, each word a hammer blow. The scholarship, the lifeline that kept her afloat, was not hers. Her vision blurred, and the library suddenly felt airless.

She pushed her chair back, the screech echoing in the sudden silence. Gathering her things felt like moving through molasses. Outside, the world was too bright, too loud.

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