The doorbell's insistent chime sliced through the silence of the afternoon. Eleanor had been nursing a cup of tea, trying to ignore the hollowness that had settled in her chest. She found a vase, filled it with water, and then slowly began to arrange the blooms. A smug smile tugged at her lips as she pruned the stems, making the bouquet look a little less perfect. The gesture was hollow, the flowers beautiful, but the absence of a name spoke volumes. Her hand shook as she added another bloom, and finally, she gave in and dumped the whole lot in the trash.

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