The shrill ring of the doorbell sliced through the quiet afternoon. Agatha knew precisely who it was. She smoothed down her silk dressing gown, the action as deliberate and precise as the way she later poured her Earl Grey. She peered through the spyhole, confirming her suspicion: Mrs. Gable, clutching a damp tissue. Agatha took a deep breath, preparing herself for the inevitable.

She opened the door a crack. "Yes, Mrs. Gable?" she asked, her voice impossibly sweet.

Mrs. Gable’s face was a mottled mask of annoyance. "The music, dear. It's dreadfully loud. Can you please turn it down?"

Agatha blinked slowly, her gaze lingering on Mrs. Gable’s floral housecoat. "Oh, is it? I hadn't realized. I suppose I'll need to go address that right away." She closed the door with a quiet click, letting the sound echo in the hallway for a moment before returning to her novel.

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