The aroma of stale coffee clung to the air in the diner. George sat at his usual booth, the waitress’s cheerful chatter grating on his nerves. He'd found a small, crumpled letter tucked inside a worn copy of *Moby Dick*.

It was addressed to his deceased wife. He had written it during a particularly difficult time in their marriage, filled with self-pity and resentment. The words felt like a betrayal.

He stared out the window at the bustling street, a sense of alienation washing over him. The breakfast he had ordered went untouched. The words lingered in his mind, sharp and stinging.

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