The canvas felt like sandpaper against his palm. He watched his daughter, Chloe, paint. The brushstrokes, the deliberate choice of colors, the effortless way she applied the paint onto the canvas, were all so familiar. He knew the secrets of the craft. And he felt a strange sense of… something he couldn’t name.

He’d sacrificed so much for his art, for his vision. Now, Chloe was surpassing him, surpassing the person he used to be. The girl's paintings were brilliant, far better than his own ever were. He wished the girl would stop painting.

“Could you at least try a different subject matter?” he asked, a bitter taste in his mouth. She ignored him, lost in her world.

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