The lawnmower sputtered and died, again. Mark slammed the pull cord against the engine housing, a sharp crack echoing in the quiet suburban street. He’d spent all morning wrestling with the infernal machine, and the grass was still a shaggy mess. He scowled at the perfectly manicured lawn next door, the grass so flawlessly green it looked artificial. Mrs. Gable, of course, probably had a groundskeeper.

He’d seen the sleek black SUV pull out earlier, the kind that cost more than his entire house. Mark kicked the lawnmower’s tire, a satisfying thud. The woman always acted so humble. Always offered a polite smile. But that smile felt a little patronizing now, seeing the difference in their lives. He could practically feel his jaw clench.

He stomped back toward the house, already mentally composing a passive-aggressive Facebook post about the struggles of homeownership.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205