The fluorescent lights of the breakroom buzzed, mirroring the agitation in Amelia’s chest. The hastily scribbled note about the upcoming company-wide meeting felt like a personal affront. *Another* meeting? As if she didn't have enough to do, what with Mr. Henderson breathing down her neck about the quarterly reports, demanding perfection. She slammed her mug onto the chipped counter, the ceramic rattling against the Formica. The coffee, cold and bitter, did nothing to soothe her growing unease.

She knew the whispers, the hushed tones by the water cooler. They said the company was going under, that they were courting offers. The sheer audacity of it all. Amelia had poured years into this place, sacrificing evenings, weekends, even holidays for this job. For what? To be discarded like yesterday's news? She ripped open the sugar packet with a vicious snap.

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