He’d chosen the perfect moment, the absolute *worst* time. The cafe was bustling, the air thick with the scent of roasted beans and forced cheer. She saw the familiar handwriting on the envelope, felt a tremor in her hands before she’d even touched it. Sarah almost laughed, a harsh, brittle sound that drew a few curious glances. He thought a letter could just *fix* things? She carefully placed it, unopened, at the foot of her steaming latte. The warmth of the cup felt like a lie. She took a long, slow sip, her gaze fixed on the crowded street outside, where the world kept turning, utterly oblivious.

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