"Have you seen the mural downtown?" Her roommate's words were a punch to the gut. Elara had painted that mural. It was her soul poured onto brick. It was a private commission, a secret. Now, it was on the side of a building, plastered with another artist's signature.

She felt her legs go weak. She sank onto the sofa, the air suddenly thick and heavy. Her hands trembled, her fingers drumming a frantic rhythm on her knee. She felt a burning sensation in her chest, a suffocating ache.

She stared out the window, her gaze unfocused. She wanted to scream, to lash out, to reclaim what was hers. But all that emerged was a small, choked sound. She needed to be alone, to deal with this by herself.

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