The world seemed to shrink around Liam. He sat hunched over the graded assignment, his shoulders rigid. His palms felt clammy, his fingers tingling. The feeling of disappointment was like a physical weight on his chest, making it difficult to breathe. The cold air of the classroom felt like a constant prod.

He’d put in the hours, poured over the material, sought help when he needed it. And still... this. A wave of anger, quickly suppressed, surged through him. He wouldn't show weakness.

He crumpled the paper, not harshly, but slowly and deliberately, as if trying to contain the rising tide of emotions within him. He stood up, his legs feeling unsteady, and walked toward the door, trying to maintain 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
πŸ˜–0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198