The rejection letter was crisp, impersonal. Just like the woman who'd delivered it. Sarah ripped it in half, the paper tearing with a satisfying *crack*. How dare they suggest it was "derivative"? Her novel was *original*, a masterwork! She crumpled the halves into a ball and hurled it across the room, where it landed with a pathetic thud against the pristine white wall. Sunlight glinted off the blank pages of her manuscript, still stacked neatly on the desk, mocking her. She pictured the editor, a smug, bespectacled man, probably sipping artisanal coffee and chuckling at her expense.

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