The fluorescent lights of the lab hummed, a monotonous drone that matched Elias's mood. He slammed the lid of his laptop shut, the click echoing in the otherwise silent room. Weeks. Weeks he’d poured over this research, sacrificing sleep and sanity to meet the deadline. Now, staring at the presentation slides that reflected a project eerily similar to his, a knot tightened in his stomach. A tight, bitter knot.

He ran a hand through his already messy hair, leaving it standing on end. Across the room, Dr. Chen was beaming, explaining the revolutionary discovery to a panel of investors. Elias knew, with a sinking certainty, that his work, his struggle, would be overshadowed.

He imagined the headlines. "Chen's Breakthrough!" The disappointment was a cold weight in his chest.

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