The crystal chandeliers glittered overhead, each sparkling facet reflecting the joyous occasion in a blinding display. James felt like a ghost, fading into the background. He’d barely touched his food. He sought solace near the window, gazing at the distant lights of the city.

He caught sight of her, Sophia. She looked incredible, and her smiles were as radiant as the lights. His shoulders slumped further. The realization, the memory of her, crashed over him.

He pushed away from the window, wanting to vanish.

And then she was there, her voice a soft, gentle query, "James, are you alright?"

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259