The email notification had been innocently titled "Investment Update." It was his account, but she wasn’t supposed to know the password. Eleanor felt the heat rise in her chest, a slow burn. Hundreds of thousands. Enough to buy a small cottage, a beach house. Enough to...well, she didn't know what to do with it.

She walked out to the sunroom, the sudden brightness a slap in the face. She felt a lightness, an almost mocking amusement, at the beautiful view of the garden, which he had, of course, paid for. The pristine roses. The perfectly manicured lawn. A life she thought they shared, built on what?

She opened the patio doors, inhaling the humid summer air. She picked a single crimson rose and crushed it between her fingers, its velvet petals bursting. The scent of the crushed flower was sweet, sickly.

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