The invitation sat propped against the salt shaker on the dinner table, a gaudy splash of color in her otherwise minimalist apartment. Every time she looked at it, a bitter taste bloomed in her mouth. She barely touched her plate of pasta.

She tapped a fingernail against the glossy surface. The whole concept felt like a cruel joke. Fifteen years. A lifetime ago, in some ways. They’d all moved on, she thought, or at least they had, while she was still stuck with the ghosts of the past.

She envisioned the venue, the chatter, the awkward reunions. It all felt so… pointless. She felt a strong urge to rip the invitation to shreds. The need to obliterate the paper, like it would get rid of all the memories she did not want to resurface.

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