He ran a hand through his hair, dislodging a comb he hadn't noticed was there. His pulse hammered against his ribs. The news – that the "anti-gravity" boots were already patented by a company in Japan – had just hit him like a physical blow. He'd poured his heart and soul into this project, mortgaged his house, and now... nothing.

His jaw clenched. He felt a fire in his chest, a burning resentment that threatened to consume him. The air in his tiny apartment felt thick, suffocating. He kicked a discarded wrench across the floor.

"Damn it," he muttered, the word a raw, guttural sound. He sank into his chair, defeated. The weight of his failed ambition pressed down on 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