The air in the break room felt thick with unspoken things. David, surrounded by a group of coworkers, was regaling them with tales of his 'amazing' first week. I couldn't bear to be near them.

I found myself avoiding the common areas, spending my lunch breaks in the deserted stairwell. The silence was a balm, a temporary escape from the constant reminders of my failure.

I’d tried to be happy for him, truly I had. But every success he achieved felt like a personal failure, a testament to my inadequacy. The more he succeeded, the smaller I felt.

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