The attic felt cold, the air thick with the scent of mothballs and dried paper. Olivia sat on the dusty floor, the box of school papers open in front of her. Sheโ€™d always considered her mother a little eccentric, but this wasโ€ฆ excessive.

She recognized the neat handwriting of a teacher, the careless doodles in the margins, and the childish artwork. The sight of these old pages felt like a physical blow. She wrapped her arms around herself.

She rose, went downstairs, poured a glass of water, and then poured it into the sink. She had to get out.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229