He had even started watching the old films. He, John, who used to complain about subtitles. Now, here he was, sitting next to her on the sofa, eyes glued to the screen, absorbing the nuances of her culture. Her. That particular word felt like a physical weight, pressing down on her. The low rumble of his laughter, at a joke she hadn't found amusing, sent a surge of something unpleasant through her veins. A feeling of… ownership, perhaps? Or, more likely, something else entirely. She crossed her arms, a gesture meant to distance herself. The movie flickered on, and she stared straight ahead, unseeing.

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