"Oh, hell," John muttered, the words escaping before he could stop them. He crumpled the invitation in his hand, then immediately regretted it. The paper felt fragile, a metaphor for something else entirely.

The house felt empty, even though his family was home. The laughter from the other room sounded distant, muffled. He felt a profound sense of isolation, a disconnect that he couldn't quite name.

He poured himself a glass of whiskey, the amber liquid doing little to soothe the knot in his stomach. The reunion loomed, a dark cloud on the horizon.

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