"Honestly," Eleanor muttered, slamming the window shut. Another escapee. The audacity of that dog, the complete lack of training, the sheer *irritation* it caused. She envisioned the scene: the neighbor, probably still in her pajamas, stumbling out, all apologies and half-hearted attempts to wrangle the beast.

Eleanor felt a knot tighten in her stomach. It wasn’t the dog itself; it was the *principle* of it. The lack of consideration. She pictured the dog, a big, clumsy thing, leaving muddy paw prints on her newly cleaned patio. Her hands clenched into fists. She took a deep, deliberate breath, forcing herself to count to ten.

The incessant barking began, a clear siren call of the unleashed chaos. She pressed her lips together, her entire body rigid with contained frustration. She was tempted to install an electrified fence, just to keep the nuisance away.

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