"Oh, *wonderful*," Sarah muttered, eyeing the parcel propped against her door. "For Emily Carter." The name, in a bubbly font, felt like a personal affront. Emily Carter, the girl who had left behind a spotless apartment and a trail of effortless charm.

Sarah almost didn't pick it up. Let it rot, a silent indictment of her own perceived inadequacies. She eventually dragged it inside, her hands still coated with dish soap and the residue of a tiring day.

Inside, she found a book: “Finding Your Center Through Mindfulness.” She slammed the cover shut, the sound echoing in her empty apartment. Then, she threw it onto the floor, where it landed with a dull thud.

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