A heavy lethargy had settled over Sarah all afternoon. The world outside, usually vibrant and alive, seemed muted, distant. The usual post-work buzz was absent, replaced by a quiet that felt oppressive. She’d retreated to the bedroom, pulling the covers over her head, wishing the day would just disappear.

A low, unfamiliar sound drifted in. It came from the living room, a soft, lilting cadence. Pushing back the blankets, she slowly made her way to the doorway.

Her partner, Ben, was sitting on the floor, surrounded by books and papers, a tablet propped before him. He was speaking, carefully, haltingly. But the language - the intonation - was unmistakably hers. She felt something cold trickle down her spine.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259