"Look, honey, isn't that yours?" Maya's mother asked, pointing to a sculpture in the park's central exhibit. Maya's breath hitched. A bronze figure, a woman holding a bird, stood proudly. Her sculpture. It was undeniable. But she hadn’t given anyone permission.

Her throat constricted, making swallowing difficult. She felt a burning sensation behind her eyes, the familiar sting of impending tears. Years of hard work, of self-doubt and triumph, were reduced to this public display of theft.

She wanted to disappear, to melt into the pavement. Her feet felt rooted to the ground, her body refusing to obey her. She saw the other people, pointing, talking, admiring *her* work, and a sense of suffocating helplessness washed over her.

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