The mechanic's garage felt hollow. A week had passed since Old Man Hemmings hung up his wrench, leaving behind a shop smelling of oil and regret. He'd shown him everything. The intricacies of a carburettor, the mysteries of a faulty ignition. Now, just emptiness.

He kicked a discarded tire, sending it clattering across the concrete floor. The echo of the movement mocked the silence. Hemmings had always been a grumble, a cantankerous old codger, but he'd been reliable. And now, he was gone.

He spat on the floor.

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