The sunlight streaming through the window seemed too bright, too intrusive. Emily stood in the living room, clutching the box. It felt heavy, a burden she hadn't anticipated. “My Daughter’s School Work,” the label announced, in her mother’s careful script.

She had to sit down. The chair felt too small. Inside the box were notebooks filled with her teenage angst, her secret crushes, her messy handwriting. She felt exposed, vulnerable, as though she were under constant surveillance.

She began to flip through the pages. The emotions she was reliving were overwhelming. It was like her mother was still present in the room. Her hands trembled as she shut the lid.

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:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284