The bustling arcade, usually a source of joy for Mark, had become a prison. He scanned the crowded room, his eyes darting from face to face. The message from “RetroGamer2000” — “I’m here, in the corner. Come say hello” — had turned the game into one he couldn’t win.

His heart hammered against his ribs like a trapped bird. He ran his hand through his hair, a nervous gesture he repeated several times. He felt exposed, stripped bare. His carefully cultivated online persona was a lie, a carefully constructed façade.

He turned to leave, then hesitated. The arcade lights were too bright, the music too loud, the sense of dread too overwhelming. He retreated, leaving his chance at an interesting meet behind him.

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