He ran a hand through his already disheveled hair, the action somehow failing to alleviate the mounting pressure in his chest. A cold sweat slicked his palms as he stared at the laptop. The website, with its garish layout and invasive comments section, was a visual assault. Each sentence, a fresh wound.

He felt a sudden urge to flee, to disappear. He jumped up from his chair, knocking it over in his haste. The metallic clang was jarring, and his shoulders bunched up.

He needed air, he decided, and quickly grabbed his jacket, ignoring the chaotic jumble of clothes that littered his bedroom floor. The front door slammed behind him, the force of the action mirroring the internal explosion within him. The crisp autumn air seemed to do little to soothe him as he marched down the street.

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