He stared at the email, the words blurring before his eyes. "Congratulations! Your proposal has been accepted!" The same words that had been in *her* email a month ago. He'd poured his heart and soul into this project, late nights, countless revisions, all for this. Now, Sarah’s name was listed as a co-recipient of the grant.

His fingers clenched into fists. He leaned back in his chair, the cheap plastic creaking in protest. He had to see it. He logged into the shared drive, his heart hammering against his ribs. The file name: "Project Chimera – Final Version." His own file was identically named.

He scrolled through the document, each line a stab. He imagined the way she'd be, smug and satisfied. The audacity. He would not let her win. He would not.

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