The text from “SunshineSparkle” read, "Park by the river, sunset picnic? 6 pm?" My stomach twisted. The river was a twenty-minute drive, beautiful, yes, but this felt like an invasion of my space.

I considered ignoring the message altogether. The thought alone was satisfying. I’d built up this online persona of myself, but never wanted to connect the real me with that persona.

The image of the river, the golden light, the potential awkwardness – it all coalesced into a knot in my chest. I wouldn't give her the satisfaction. I’d stay home. She could just sit there alone.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349