“Another one?” he thought, as he saw the cardboard box leaning against the brick wall. He’d lost count of how many packages had arrived for the old lady. The previous owner. She’d been gone for months, and still the mail kept coming.

He approached it slowly, the sun beating down on him. A bead of sweat trickled down his temple. He squinted at the address label: "Mrs. Eleanor Finch." He considered what should be done with the box.

He dragged it over to the trashcans, and hurled it with a grunt. He decided he was not going to be anyone’s secretary.

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