The old photographs, meticulously preserved, lay scattered on the table. Each image a testament to a connection he couldn’t seem to access anymore. He’d brought them to her, hoping to jog a memory, to spark a flicker of recognition. Instead, she examined them with polite interest, like artifacts from an ancient civilization.

She examined a picture of them as children, holding hands, their faces alight with joy. Her eyes were empty, devoid of any spark. The realization struck him with the force of a physical blow. She didn't remember.

He carefully gathered the photos, the weight of their absence pressing down on him. His throat felt tight. He had built up this story, this hope. And it was all in vain.

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