The dog, a blur of brown fur, had dug a hole in Martha's prized flower bed. Martha, staring from her kitchen window, felt a pulse of annoyance throb in her temples. She’d planted those tulips herself, carefully choosing each bulb.

She glared at the dog, now happily chewing on a stray gardening glove. She envisioned the neighbor, probably on the phone, gossiping with one of her equally vapid friends. Martha's hands clenched into fists. The utter indifference!

She slammed the window shut, the sound echoing through the quiet street. She considered calling the police. Or maybe writing an anonymous letter. The injustice of it all!

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250