The phone rang. It was his sister, calling from across the country. He listened to her account of her life, her successful career, her happy marriage. He felt a sharp, cutting pain in his chest. A little bit more, a little bit more, and then it would be too much.

His mother, hovering nearby, gave him an encouraging smile. He cut the call short and hung up. He knew what she was thinking, the unspoken comparison. The familiar feeling of inadequacy, the sense of being a disappointment, washed over him. He felt trapped. He wanted to escape, to run. He just wanted to be free.

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