The lawyer’s office felt stifling, the air thick with unspoken accusations. Liam leaned back in the chair, his arms crossed. His father, sitting opposite him, looked pale and drawn. He confessed to another child, a daughter he had barely seen. The lawyer spoke of a trust fund, of legal obligations, of a shared inheritance. Liam couldn’t bring himself to look at his father.

He had always believed he was the priority. Now, he was being told that someone else would share in his inheritance. He let out a harsh laugh that caught in his throat.

Liam spent the rest of the meeting staring out the window, watching the city traffic flow in endless, pointless motion. He barely registered the lawyer’s words, a dull ache beginning to spread through his chest. He was being supplanted, removed.

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