He slammed his fist on the desk, rattling his already precarious stapler. "Sold?" he muttered under his breath, the word bitter on his tongue. He had poured years into this company, sacrificed weekends, and endured endless company retreats. Now, some faceless corporation would waltz in and likely dismantle everything he’d helped build.

The knot in his jaw tightened. He ignored the sympathetic glances from his team. They probably knew as much as he did. He shoved a file across his desk, the movement jerky and forceful. The thought of training some newbie underlings to take his job made him want to rip his own hair out. He was done.

He took a long, slow breath, finally choosing to get up and leave the office.

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