The cold, metallic air of the recording studio did nothing to lift David’s spirits. He sat in the corner, watching the session for a commercial jingle he’d reluctantly agreed to write. The producer, a jovial man with slicked-back hair, was a constant source of shallow energy. Then, the singer began to rehearse a song, a song that sounded incredibly familiar. It was his song, “Golden Days.”

It had been years since he'd written it. The upbeat tempo had been rewritten as a fast-paced jingle for a fast-food franchise. He watched, stunned and sickened, as the singer belted out his lyrics with a forced, plastic cheer. He looked around the room as the producer clapped, and he immediately felt a knot in his stomach. He stood up, and left the room without a word.

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