“Well, isn’t this just lovely," she muttered, surveying the empty lab. The equipment, usually buzzing with activity, stood silent and still. A sticky note, carelessly stuck to the fume hood, proclaimed "Retired! Don't call me!"

She’d spent years learning, observing, striving to match his brilliance. Now, here she was, the sole custodian of his legacy, abandoned. She crossed her arms, a familiar gesture that communicated her defiance. He had always been so particular, so precise.

She picked up a pipette and then slammed it back down. The gesture was involuntary, a release of the pressure that had begun to accumulate. The nerve of him.

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