The email arrived at 3:17 PM, a stark white rectangle on David’s screen. It was addressed to “Patient: Harold Finch,” but the subject line – “Final Results: HIV Positive” – screamed at him. He felt as if someone had punched him in the gut.

He sat frozen, the cursor blinking mockingly on the screen. He wanted to delete the whole thing, pretend he hadn’t seen it, but he couldn't. His breath hitched in his chest. His heart hammered against his ribs.

He wanted to scream. Instead, he simply closed his laptop and sat, staring blankly at the wall, the silence of his apartment amplifying the roaring in his ears.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. 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 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228