The biology quiz was laid out on his desk. David could barely focus, his gaze flitting from the questions to Mrs. Chen, who was circulating through the room. A subtle tremor ran through his hands as he grasped his pen. He felt so exposed, so vulnerable. He'd ranted about her, just a little, in a story on his private Snapchat.

He struggled to concentrate, each question a blur. The room felt suffocating, the air thick with unspoken judgment. He wished he could disappear, evaporate into thin air.

After the quiz, he went to the restroom and splashed cold water on his face. The reflection in the mirror stared back at him, pale and drawn. He felt a deep sense of unease.

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