He’d found the prototype, the damn thing! The thought soured David's stomach, twisting it into a knot. He kicked a discarded energy drink can across the cluttered workshop, the metallic clang echoing his inner turmoil. The nerve of it, to waltz in with a finished product when he'd been struggling for months!

David ran a hand through his already dishevelled hair. He felt a throbbing pulse in his temples. He imagined their presentation - their triumphant smiles - they probably felt entitled. He picked up his wrench and slammed it onto the workbench, the sound ripping through the silence.

"Unbelievable," he hissed, the word a venomous whisper. He imagined the way that guy must have worked - copying off him! It was so obvious. He began dismantling the half-built device, piece by piece, as if the destruction of his own work would somehow lessen the sting.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256