The house felt too big, the silence too loud. We’d shared everything in this space. He had left behind a void, a hollow echo in every room. I spent hours walking through the empty halls, tracing the outline of his absence.

I’d tried to call him, but the conversation was stilted, artificial. His voice sounded different now, filled with a new buoyancy that I couldn't comprehend. I went through the motions of our usual calls.

In the end, I simply gave up. He lived far away, and I was on my own. I stopped trying to contact him.

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