"So, you're... Jewish now?" The words slipped out of David's mouth, laced with a bitterness he hadn't intended to express. His brother, usually the picture of nonchalance, was now beaming, radiating an infectious joy.

David felt a strange heat creep up his neck. He adjusted his tie, tugging at the knot as if it were suddenly constricting him. He focused on the details of the room. The cheap plastic chairs, the faded floral wallpaper, the sticky table.

“Well, good for you,” he said, forcing a smile that felt like a grimace. He wondered how long the novelty would last. He'd bet it wouldn't be long.

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