He found it tucked inside a copy of *Pride and Prejudice*, her favorite book. Daniel stared at the neat, carefully penned words, the elegant script so unlike the hurried scrawl of his own handwriting. “See the Northern Lights.” His jaw clenched. Why hadn’t she gone? Why hadn’t she *lived*?

He felt a familiar heat rising in his chest, a tight knot forming in his stomach. The list went on: “Learn to speak Italian.” “Write a novel.” He ripped the page from the book, crumpling it in his fist. He would have to sell the house, and he certainly didn't need this reminder of what he perceived as her failures.

The sunlight streamed through the window, illuminating the dust motes dancing in the air, a miniature, mocking ballet. He could almost hear her voice, a gentle, coaxing tone he had grown to detest. He threw the balled-up paper into the fireplace and went to the kitchen to fix himself a drink.

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