The cheerful, glossy invitation mocked her from the side table. "Reconnect," it pleaded, as if she had any desire to. She picked it up, and felt it crinkle in her grasp, even though she hadn't touched it with much force.

She remembered the relentless pressure to conform, the social landmines she’d had to navigate every single day. She remembered the sense of isolation, the feeling of being perpetually misunderstood.

She walked to the sink and turned on the tap, letting the water run. The invitation felt clammy in her hand. She stared at it, and then dropped it into the water.

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