Liam paced his small apartment, the worn wooden floorboards groaning under his weight. Sunlight streamed in through the grimy window, illuminating dust motes dancing in the air, but he couldn't appreciate the light. He'd poured his heart out to "StarryNight91," confided everything, and now… a shared zip code. "Just around the corner," the message had read.

He ran a hand through his already dishevelled hair. His chest felt constricted, as if a weight was pressing down. He hadn’t even taken a shower. The prospect of an unexpected face-to-face meeting with someone who knew his most embarrassing secrets filled him with an awful unease.

He grabbed his keys, then dropped them back onto the counter, his resolve crumbling. He needed air, some space, but the thought of running into "StarryNight91" filled him with dread. He slumped onto the sofa, the silence of his apartment amplifying the frantic thrumming in his ears.

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