The small apartment felt suffocatingly familiar. The scent of cinnamon, the well-worn furniture, the framed photographs – all reminders of a life he thought he knew. Now, sitting across from him, Amelia was describing a weekend she spent in that apartment with *her*.

He sat up straight, his shoulders rigid. His eyes drifted around the room, taking in every detail with a renewed, critical eye. The cozy atmosphere felt like a deliberate mockery.

“How… quaint,” he finally said, his voice laced with a subtle bite. He rose to his feet, suddenly desperate to escape the suffocating familiarity. The walls were closing in.

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