The last time I saw him was at the airport. He'd been late. He’d barely apologized, but rushed to tell me how excited he was. I had stood there, watching him breeze through security, and I felt nothing but a hollow emptiness.

The next day, I started going through his old belongings. A few clothes, some books, and a worn-out guitar. I packed them away in a cardboard box, the act feeling strangely ritualistic.

That evening, I saw a picture of him online. He was surrounded by new friends, smiling, laughing, living a life that no longer included me. I tossed the guitar into a storage closet, and I slammed the door shut.

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