Rain lashed against the windows, mimicking the internal storm brewing inside Arthur. He stared, unblinking, at the overflowing gutter of the McMansion next door. That infernal Mr. Henderson, with his perfect lawn and smug grin, probably didn't even notice the weather. Arthur's own roof leaked, a constant, nagging drip that echoed his own financial woes.

He kicked at a loose paving stone on his cracked driveway. The sound was a sharp, angry punctuation mark in the already miserable tableau. He'd been struggling to pay his bills, the pressure a vise around his chest, while Henderson just… flourished. He'd seen Henderson's new sports car gleam in the sun, a viper in shiny metal.

Arthur turned away from the spectacle of his neighbor’s success, the damp air clinging to his clothes. He needed to find a way to make some extra money, and soon. This feeling of discontent felt like an unwelcome guest, settling in for a long stay.

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