The delivery man, with his apologetic expression, just stood there holding the untouched flowers and the uneaten cake, their sweet scent doing nothing to soothe the bitterness that filled Emily. She waved him away, a dismissive gesture. The elaborate decorations were already starting to wilt, the streamers drooping. She felt a tight knot in her stomach, a feeling of being betrayed. It’s not just the party, it’s all the effort she put in, all the excitement that fizzled out, all the expectation and now it was just…nothing.

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