The press release. That's what set her off. "A groundbreaking collaboration," it blared, celebrating a shared discovery that felt anything but celebratory to Eleanor. She'd been in the trenches, wrestling with the code, while they, the other team, were off schmoozing, networking.

She tapped her pen impatiently against her desk, the rhythmic sound a counterpoint to the celebratory buzz in the office. Each sentence of the press release felt like a personal affront. She pictured the smiles, the handshakes, the pats on the back that she, undoubtedly, would have to endure.

Her stomach churned. She pushed back from her desk, the chair scraping audibly against the linoleum. She walked to the window, the city lights below offering little comfort.

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