"Another round?" The bartender's voice was a blurry sound, barely penetrating the haze that surrounded him. Daniel just grunted, pushing his empty glass towards him. He’d been drowning his sorrows at the pub since the news broke. He felt the weight of the world on his shoulders.

He’d always dreamed of being a writer, and was completely obsessed with the way the author wrote. Now, he felt that his dream was dead. The beer tasted like ash, the bar felt suffocating, and the music was nothing but noise.

He slumped back in his chair, staring at the condensation on his glass. He felt completely numb, the emotions all trapped. He wanted to go home, but the thought filled him with dread. He wanted to disappear.

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