"Perfect!" Mrs. Gable’s overly enthusiastic voice sliced through Amelia’s thoughts. She barely managed a weak smile. The fencing brochure, its glossy pages depicting manicured lawns and idyllic backyards, felt like a weapon in her hands. The suggested fence would mean the end of her secret garden.

Amelia’s throat closed up, and she could barely swallow. Her fingers traced the lines of the brochure, the smooth paper feeling foreign and unsettling. She felt a growing sense of unrest.

She’d spent years cultivating her haven, the vibrant blooms and fragrant herbs a counterpoint to the city’s harshness. This fence…it was a threat. She couldn't shake the sensation of being confined.

Her hands started to tremble, and she quickly shoved the brochure into the recycling bin, her heart hammering against her ribs.

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