The air in the garage was thick with the scent of oil and unfulfilled dreams. Liam ran a hand through his hair, leaving grease marks across his forehead. His self-balancing scooter, a source of intense pride, was already out there, protected by someone elseโ€™s patent.

He kicked a tire, the sound echoing in the enclosed space. A wave of anger and disappointment surged through him, making his chest tighten. The once-organised workbench was now a mess of tools and discarded blueprints, a physical representation of his shattered ambition. He felt a deep sense of betrayal, as if his creative spirit had been stolen.

He picked up a wrench and flung it against the wall, the metallic clang a release for the frustration building inside him. The noise seemed to amplify the silence that followed.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259