Michael paced his small apartment, the worn rug under his feet offering no comfort. His unpublished novel, the culmination of years of writing, was virtually the same as the book that had just hit the bestsellers list. He clenched his fists, knuckles white, and the air in his chest felt like it was stuck. He could hardly breathe.

He had invested his dreams, his heart, and his soul into this project. The plot, the characters, even the obscure historical details he'd painstakingly researched – all mirrored in the published work. He felt the world closing in, leaving him alone in an empty room.

He sank into his armchair, the fabric scratching against his skin. His fingers traced the worn pages of his manuscript, a tangible reminder of what he had lost. The manuscript suddenly felt foreign, almost alien to him. The feeling of defeat threatened to swallow him whole.

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