The aroma of developing chemicals used to be Andrew’s retreat. Now, it hung in the air like a suffocating shroud. Leo’s photography, inspired by Andrew's old darkroom, was phenomenal. The talent was natural. Andrew felt trapped and uneasy.

He walked past the closed door to his darkroom. He found himself avoiding the area, the smell, the whole process he once loved. He knew Leo was in there, lost in his craft, creating images that Andrew could only dream of producing now.

The silence from inside gave him a peculiar feeling of isolation. He retreated to his bedroom, a space devoid of the tell-tale smell. He felt a profound sense of loss, like a piece of his identity was being stolen.

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:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229