It had taken Peter weeks of saving, working overtime, to buy a new lawnmower. He watched from his window as Mr. Davies, his neighbor, hired a landscaping company to overhaul his entire garden. Expensive machinery buzzed and whirred, transforming the space into a manicured paradise. Peter’s hand clenched into a fist. He knew about the hidden fortune, the secret to Mr. Davies’s endless resources. Peter took a deep breath, then went outside and started mowing his own lawn with furious energy, as if he could somehow compete.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242