He slumped onto the park bench, the cold seeping through his jeans. The pigeons, normally a source of mild amusement, seemed to mock him with their jerky movements. The memory of the karaoke night, a shared experience with Sarah, nagged at the edges of his mind. He recalled the evening, the roaring crowd, Sarah's off-key rendition of a pop song, and the genuine laughter he shared with her.

It had been an awful experience, the night he dreaded, but Sarah had a smile.

It was strange. Sarah saw the performance as a triumph. She remembered the energy of the crowd, the encouragement of the friends, and the sheer joy of the moment. He, on the other hand, remembered the mortification, the hushed whispers of the audience, and the feeling of wanting to disappear.

“You said you hated that night!” He found himself shouting it at the empty air. “I thought you'd hated it!” Her cheerful voice echoed in his head, a bright dissonance against the monotone of his recollections.

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