The lawn mower sputtered and died, again. Mark slammed his fist on the handle, a useless display of frustration. He could practically hear Mrs. Gable, next door, laughing behind her perfectly manicured hedges. Another breakdown. He’d barely made it halfway across his own unkempt patch of grass. Meanwhile, she’d hired someone. Of course she had. He caught sight of the gleaming black car pulling into her drive – a car he’d only ever seen in magazines. He gritted his teeth, remembering her casual comments about "some small investments." Right.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216