The familiar classroom. The familiar desk. The familiar Mrs. Evans. The memory of the way she'd criticized his reading level in front of the class flashed through his mind. His stomach churned. He looked at his son, Ben, with his bright eyes and easy laugh.

He swallowed hard, the muscles in his throat tight. He would do everything he could to ensure Ben had a better experience. He resolved to be involved. He would show up for every single event. He would make sure Ben always felt supported. He would be the parent he had needed.

He made a silent vow as he watched Ben head into the classroom, his backpack swinging.

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