The clatter of tools echoed in Liam's ears, a rhythmic assault. He kept replaying the conversation in his head. The neighbor's casual announcement. The polite acceptance heโ€™d been forced to offer. Heโ€™d barely slept.

He was on the porch, staring at the empty space. His jaw was clenched. He ran a hand through his hair, leaving it standing on end. He was filled with a nervous energy, unable to sit still.

He walked into the house, but couldn't seem to find a place to feel at ease. The house felt too small, too close. He wanted to scream.

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
๐Ÿ˜ฐ0.191
๋А๊ปด0.183
๐Ÿ˜ฃ0.183
๐Ÿ˜–0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198