He paced the empty rooms, each step echoing in the cavernous space. His jaw was locked, and his mouth was dry. Sunlight streamed through the dusty windows, illuminating the ghosts of his past.

He ran his hand along the peeling wallpaper in the hallway, remembering the countless games of hide-and-seek. He could almost hear his father's booming laughter, his mother’s gentle scolding.

His breathing grew shallower. He found himself squeezing his eyes shut, trying to fight the overwhelming emotions.

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