The day had been a washout, and now the evening promised more of the same. He sat in the living room, the television a blurry distraction, his mind a tangled mess. A sense of weary resignation settled over him.

A soft, unfamiliar sound reached him, a rhythmic utterance coming from the balcony. He rose, a vague unease tugging at him, and walked towards the sliding glass door.

There, his husband, Daniel, was standing, phone in hand, looking at peace under the darkening sky. Daniel was speaking, haltingly, but clearly. His native tongue. He felt a sudden, sharp pang of something he couldn't describe.

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