The list felt like a slap in the face. David, leaning against the cold, damp wall of his father’s workshop, felt a wave of disgust wash over him. “Build a boat.” “Sail around the world.” His father, the man who had spent his life meticulously repairing lawnmowers, had *dreams*?

He ran a hand through his hair, the grease still clinging to his fingers. The workshop, normally a sanctuary of sorts, now felt like a cage. He couldn’t shake the feeling of betrayal. Why hadn't his father shared these grand ambitions? Why had he spent his life hiding them behind a veneer of quiet contentment?

He kicked a rusty wrench across the concrete floor. The silence of the workshop amplified his internal turmoil. He had always been told to be practical, just like his father, and here he was, staring at a list of fanciful aspirations. He stalked out, slamming the door behind 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