The flickering screen illuminated Agnes’s pinched face as she scrolled through the feed. Teenagers. All vapid smiles and carefully curated lunches. She felt a tightening in her chest, a familiar coil of annoyance. Her daughter, Emily, had always been so… predictable. Now, a hidden account, filled with selfies and whispered secrets, a whole different world she wasn't privy to. The cheap, plastic keyboard beneath her fingers felt utterly disgusting to the touch.

It was the hair. The newly-dyed, electric blue streak in Emily's otherwise plain brown hair that made her want to heave. Now, this account. This secret life. The betrayal wasn't the point; it was the sheer *effort* of it all. The constant need for attention, the performative angst. Agnes slammed the laptop shut, the sound echoing in the silent house.

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