He ran a hand through his hair, ruffling it further, as if trying to physically erase the number glaring at him from the screen. "62%?" Mark muttered under his breath, the question laced with disbelief. His heart hammered against his ribs, a frantic drumbeat echoing the frantic thoughts swirling in his head. This was his dream school, and this grade… this was a disaster.

He slammed his laptop shut, the metallic clang a sharp punctuation to his mounting frustration. The small dorm room felt suddenly suffocating. Every object in the room – the unmade bed, the scattered textbooks, the overflowing laundry basket – seemed to mock him.

He got up and began pacing, his steps erratic and agitated. He paused at the window, staring out at the campus. The vibrant scene outside offered no solace. The anxiety constricted his chest; it was difficult to breathe properly.

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