"Another round?" the bartender asked, his voice a low murmur. Sarah shook her head, staring into her empty glass. The bar was loud, a cacophony of overlapping conversations and clinking bottles, but she felt entirely isolated.

She had been texting her best friend about her disastrous date. A bitter laugh escaped her lips as she reviewed the text history and realized she had sent it to the date himself.

She imagined his reaction, the subsequent awkward silence, the inevitable confrontation. She slumped onto the bar, a profound sense of self-loathing settling in her gut. She buried her face in her hands, wanting to sink into the floor.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216