Sweat beaded on Elias’s forehead despite the late afternoon chill. His hands, usually steady, fumbled with the rusted latch of the metal box. Found buried in his backyard, this thing, this... relic, was a problem he didn't need. He took a shaky breath, the air catching in his chest. His heart hammered against his ribs like a trapped bird.

His fingers scraped against the lid as he pried it open. Inside, nestled amongst yellowed newspaper, was a photograph. A younger version of himself, smiling awkwardly, held aloft a trophy. A pang hit him, a sudden, sharp stab of something… unfamiliar. His stomach twisted. He couldn't place the memory.

He slammed the lid shut. He needed a drink, a very strong drink. He turned and stumbled towards the back door of his house, his movements clumsy.

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