The entire day felt tainted. Every email, every phone call, felt like a reminder. The fluorescent lights hummed a song of injustice. I found myself snapping at coworkers, regretting it immediately, and then doing it again.

It had started subtly. A slight widening of the eyes when I spoke. A quickly stifled cough. The way people would abruptly change the subject when I got close.

I saw David in the hallway, chatting animatedly with the senior manager. Their easy rapport set my teeth on edge. Their carefree smiles were unbearable. I walked past them, head down, pretending not to notice their proximity.

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