The notification blinked: "Brad Peterson sent you a friend request." Amelia almost choked on her lukewarm coffee. Brad Peterson. After all these years. Her hand hovered over the 'ignore' button, her knuckles white. She could practically taste the metallic tang of resentment. He probably wanted something. Another ego boost, fishing for compliments on his mid-life crisis muscle car. She tapped the profile. Same vacant, self-satisfied smile she remembered from the schoolyard. The 'accept' button mocked her.

She slammed her laptop shut. The sudden darkness was a relief. The distant echo of her own heartbeat was loud in the sudden quiet. She got up, pacing. She would not let him ruin her morning. Not this time.

She grabbed her phone and texted her sister, something flippant about the absurdity of life, ending with a string of laughing emojis, desperately trying to dispel the phantom weight in her chest.

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