He stared at the stump, a jagged reminder of what was lost. A muscle in his jaw ticked. It was supposed to be a majestic oak, shading the garden, offering cool respite from the sun. Years ago, it was the small sapling he’d guarded with his life.

"They did this on purpose, you know," he said to the empty air, his voice low and laced with a quality that suggested a long-held grievance. He traced the rough edge of the wood with a fingertip. He wouldn't show them he was upset, not to these people.

A wave of heat flushed his face. He’d meticulously planned the placement, the care regime, the pruning. All for this? It felt like a personal insult, a deliberate act of disrespect. He spat on the ground.

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