โ€œIt's not right,โ€ Ben muttered, staring at the book. *Benjamin: The Long Goodbye*. The title stung. He felt a deep ache within him, a kind of hollowness that made him want to scream.

He threw the book across the room, it landed with a thump against the wall. He paced around his living room, his movements jerky and uncontrolled. He felt like something was crawling under his skin.

He grabbed his coat and keys, the urge to get outside consuming him. He had to escape, had to get away from the suffocating feeling that had taken hold.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284