The laptop hummed, a tiny, defiant noise in the silent apartment. He hadn’t even bothered to close it. There it was, the goddamn document: “Chapter 7: The Unreliable Narrator.” Amelia, with her perfectly coiffed hair and penchant for passive-aggressive remarks, stared back at him from the screen. He could practically hear her voice, dripping with saccharine sweetness, as he read the thinly veiled account of their last anniversary dinner. He slammed the lid shut, the sound echoing in the hollow space. He hadn’t felt this much ire since…well, since the last time she'd "accidentally" forgotten to pick up his dry cleaning.

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