The phone slipped from Amelia’s hand, a butterfingered accident. She stared at the screen, jaw clenched, as the message she'd typed – a scathing assessment of her boss's performance – was marked ‘Delivered’ to… *Mr. Henderson*? Her stomach lurched. Mr. Henderson was, unfortunately, her boss. She snatched the phone, wanting to throw it across the room. The tremor in her hands was almost humorous.

She considered feigning a system error, a digital glitch, but the sheer effort of it all made her want to weep. The truth was, she’d been building to this moment of expressing her disdain for weeks. It felt like her mind had been holding a tightly wound spring. It had just exploded into this message. Now, she’d have to feign pleasantness in tomorrow's meeting.

Her fingers tapped against the wooden desk. Perhaps a quick, well-crafted apology? No, that felt wrong. She’d play it cool, act as if it were a joke.

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