The vibrant colors of the synagogue felt wrong. They buzzed around Richard, whose sister, Hannah, was now attending a Christian church. He couldn't understand it. He hated the way she kept talking about grace and salvation.

Richard found himself meticulously organizing his bookshelf, each title and author rearranged in a precise order. He ignored the texts his sister was giving him, which seemed to be the only thing she wanted to talk about. The organized, symmetrical lines of his books offered a small, quiet comfort.

He avoided her gaze at dinner, finding it difficult to hold her eye. Each sentence that she offered felt like a deliberate attack on his identity. It felt as if a part of his world had been stolen. The emptiness in his chest grew.

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