The email sat in the inbox, mocking her. "Ancestry Results Are In!" it blared. Sarah clicked, fingers feeling clammy. The matches were…sparse. A few distant cousins, nothing that screamed "family". Then, a bombshell: a close match, a "parental" link. The name meant nothing. She stared, a bitter taste rising in her throat.

She slammed the laptop shut. Her mother's floral curtains seemed suddenly garish, the sunlight a blinding lie. Years of whispered secrets, of feeling like an outsider in her own house, now crystallized into a single, ugly truth. She grabbed her keys, the metal biting into her palm.

She drove, not to her childhood home, but aimlessly. The familiar landscape of her life felt foreign, polluted. The radio’s cheerful chatter grated on her nerves. Every street sign, every passing car seemed to judge her, to know her secret. She punched the dashboard, the impact a paltry attempt to obliterate the ache in her chest.

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