He stared at the letter, the paper crinkling in his sweaty palm. His hands were shaking; he hated that. He had imagined this moment so many times, rehearsing the ecstatic phone call he’d make to his mother, the champagne popping, the triumphant pronouncements. Now, all that remained was the hollow ache in his chest.

The rejection was polite, even complimentary, but the sting was no less potent. He felt suddenly, intensely alone. He crumpled the letter and threw it into the overflowing wastebasket, then immediately regretted it. He pulled it back out, smoothing the creases, rereading it again and again.

He thought he should get up and fix himself a drink, perhaps a strong one. But he couldn't move. He felt like the entire world was pressing down on his shoulders. The air felt thick, heavy, impossible to breathe.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229