He picked up his guitar. The strings felt cold beneath his fingers, the instrument unresponsive. He sat on the porch, staring at the sunset. His mentor, Mr. Rossi, had been gone for a week. The music felt wrong, his fingers awkward on the fretboard. He couldn't seem to play the same songs.

He felt a vague sort of irritation. The setting sun seemed to mock him with its beauty. Rossi's absence hung in the air, a silent condemnation of his lack of skill. He finally set the guitar down, the wood cold and unyielding against his leg. He looked up at the darkening sky, the stars just beginning to appear.

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:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259