The small, cluttered room seemed to close in on Sarah. The realization that "ArtisticSoul22" lived "right around the corner" had left her feeling suffocated. She'd shared her deepest insecurities, her creative aspirations, her deepest wishes. Now the thought of facing them, of being *seen*, filled her with a sense of unease that was overwhelming.

She felt a hollowness in her chest, a tremor in her hands. She stood up, then sat down again, restless. Her mind raced with what-ifs and worst-case scenarios. She picked up a paintbrush and stared at the canvas, but the colors seemed dull, the inspiration gone.

The phone vibrated. A message. "Maybe we could grab coffee? You free?" She looked at the message and her resolve disappeared.

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