The email notification chimed, a small, irritating sound that shattered the silence of her office. Lisa knew. She'd known it was coming, but that didn't lessen the blow. The acquisition was announced. The end was near.

She leaned back in her chair, the leather squeaking beneath her weight. She took a deep breath, trying to steady her nerves. She felt the urge to start throwing things. The framed picture of her team, the awards, they all seemed like an insult.

She stared out the window, watching the traffic below. The world continued to spin, oblivious to the turmoil inside her. She felt a burning sensation in her chest, a potent mixture of anger and regret. She reached over, and switched her computer off.

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