The flickering candlelight cast dancing shadows on the walls of the old pub, the warmth a poor imitation of the chill creeping through Mark’s bones. He stared into his pint, the amber liquid swirling with a sad slowness. He was replaying the memory of the music festival with Ben, the memory a twisted memory. Ben was regaling the tale, his voice booming with enthusiasm, describing the high-energy crowds and the exhilarating music.

Mark remembered something else.

He recalled the crushing crowds, the overpriced drinks, and the oppressive heat. He felt the aching feet and the feeling of being utterly alone in a sea of people. He remembered the rain and the long trudge back to the car. "I hated that festival," he said, the words a low growl. Ben stopped mid-sentence, a flicker of surprise in his eyes. "Hated it? I thought we had the best time!" The air in the pub seemed to thicken with unspoken disagreement.

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