The excavation site was a mess. Bricks, roots, and bits of old pipe littered the area as Marcus meticulously removed the dirt from the box. He couldn't believe he'd gone through the effort. He found it hard to believe he'd ever *been* an "enthusiastic child." It was such a strange idea.

The box was made of wood. Inside, a collection of things that felt alien to him. A baseball glove, a well-loved copy of *The Hobbit* and a bunch of crayon drawings. He held them up, one by one. The artwork’s colors were faded, but still retained a vibrancy that stung his eyes. He tossed the glove onto the ground.

A small cassette player sat at the bottom of the box. He turned it over in his hands. He'd had a cassette player once. He never had any fond memories of it. He dropped it, too, and turned to walk away.

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