He felt like a stranger in his own home. Everything felt off-kilter, the colours a little too bright, the sounds a little too loud. He’d been quiet all evening, lost in a dull ache that seemed to emanate from his very bones.

A strange melody, a soft, unfamiliar cadence, reached his ears, drawing him from his stupor. He followed the sound, his feet moving almost against his will.

His wife, Clara, was in the garden, standing beneath the starry sky, her face illuminated by the glow of her phone. She was speaking, her voice hesitant, a language that he recognised… his native tongue. A bitter taste filled his mouth.

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