The coffee tasted like ash. Liam swirled the lukewarm liquid in the disposable cup, his gaze fixed on the office building. The sign, “Mark Peterson, PhD, Counseling Services,” mocked him from across the street. Liam’s stomach churned. He hadn't seen Mark since...well, since the lockers.

He considered going home, turning back, pretending he'd forgotten the appointment. But the panic attacks were getting worse. He felt the familiar prickle of sweat on his forehead.

He took a deep breath, steeling himself. He walked into the building and checked in with the receptionist. He hated this, every single facet of this situation.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250