The air in the garage was thick with the scent of motor oil and gasoline, usually comforting to Liam. But today, the smell only intensified his unease. He slammed the hood of his car shut with unnecessary force. The metal echoed the feeling churning in his stomach. He’d worked tirelessly, practicing his swing, chasing the dream of making the starting lineup.

He avoided his father's gaze, the man’s usual cheerful greeting fell flat. He knew what his dad would say – "It's just a game," but this felt bigger, more significant. The engine felt like a broken machine, the hope that fueled its performance now gone.

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