The audacity. Honestly, the sheer *nerve* of bringing it up again. Amelia drummed her nails against the chipped kitchen counter, the sound a staccato rhythm against the silence. Leo was sprawled on the sofa, a saccharine grin plastered across his face. "Just imagine, Amelia! Fluffy little paws, purring, chasing string…" He trailed off, eyes glazed.

Amelia snorted, a sharp, involuntary sound. "I imagine dust bunnies, Leo. And fur *everywhere*." The air in the apartment already felt thick, stale, as if pre-emptively suffocating with the prospect of a cat.

She grabbed her keys, pointedly not looking at him. "I'm going out. Do whatever you want, I truly don't care." The emphasis on "truly" hung in the air, heavy with unspoken resentment. The door slammed shut with a decisive click, leaving Leo and his fantastical felines to their own devices.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256