He slammed the file onto the new desk, the sound echoing unnaturally in the sterile, quiet office. The air felt thick, charged with an unfamiliar tension. David ran a hand through his already disheveled hair, leaving it standing on end. He'd been expecting a better reception, a more enthusiastic welcome. Instead, he got polite nods and whispered conversations that ceased abruptly whenever he approached. The fluorescent lights hummed overhead, a constant, irritating reminder of the situation. He leaned back in his chair, wincing. Every single thing in the room felt cheap, disposable.

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