He had been avoiding people, avoiding life, for too long. The memories, the guilt, clung to him like a shroud. The world seemed to lack all vibrancy, devoid of color. Even the sun’s rays felt cold.

He found himself, almost against his will, drawn to a local yard sale. The bright colors of the items on display seemed to mock him. A dull throbbing pain filled his head.

Then, he saw it. A small, familiar bear with a missing button eye. He remembered its name… Professor Pickles. The familiar shape of the bear triggered a sudden, uncontrollable bout of trembling. He backed away, his throat tight, his breath catching in his chest.

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