The sun beat down on the graduation ceremony, but Chloe felt a chill. Across the crowded lawn, Liam, the boy who used to steal kisses under the bleachers, accepted his diploma. He looked at her with polite curiosity, as if she was an unfamiliar face at a party. The years had washed away the boy who used to share his secrets.

She had spent months preparing for this reunion, dreaming of the embrace, the shared laughter. Instead, there was this distance, this impenetrable wall of amnesia. She saw him shake hands with the principal and turned away.

She felt a hollowness where a bond once was. She walked towards her car, the sound of the band fading into the background, the ache of loss expanding inside her.

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