The champagne flute felt heavy in Elias’ hand, the bubbles doing nothing to lift the weight in his chest. He’d been avoiding the dance floor, content to lean against a pillar near the bar, watching the swirling kaleidoscope of couples. Each happy pairing was a fresh jab to the gut.

He saw her then, across the room. Amelia. Her red dress was a splash of vibrant color against the subdued hues of the venue, but it did little to ignite a spark in him. Instead, a familiar ache settled deep within.

He took a long swallow of the champagne, the cold liquid doing little to quench the internal burn. He debated slipping away, making a quiet exit. But then she was moving, heading in his direction.

“Elias,” she said, her voice a gentle melody he used to crave. Now, it just scraped against a raw nerve.

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