He felt the weight of the suit, the starched collar a physical restriction. He'd chosen it hoping to look presentable, but now it felt like a prison. He scanned the room, the joyous revelry grating on his nerves.

Then, there she was, Chloe. She looked radiant, talking animatedly with the best man. He felt a dull ache behind his ribs. The wedding cake, with its perfect tiers, seemed utterly inedible.

He took a deep breath, trying to regain some semblance of composure. It was no use.

Chloe looked up and their eyes met. He froze, the room tilting slightly. “David! Didn’t know you were coming,” she said. Her smile didn't reach her eyes.

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