“Well, this is thrilling,” I drawled, the words escaping with a heavy sigh. The task: sort through boxes of old family memorabilia. The reality: wade through a swamp of carefully crafted untruths. I was not thrilled.

One photograph surfaced: my great-aunt, a woman whose entire existence had been defined by duty, laughing hysterically at a picnic, her arm entwined with a man who was definitely not her husband. The vibrant image mocked the tales of sacrifice and quiet resignation.

I let the picture fall back into the box. Another piece of the puzzle, another confirmation of the hollowness I suspected at the center of everything.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242