The email sat in Eleanor’s inbox, a stark white rectangle against the muted grey of her work emails. “DNA Results - Important Information.” She’d half-expected something like this, but the actuality of it made her stomach clench. Her mother’s silence about her father had always been a gaping wound in their family history. Now, staring at the message, she felt a burning heat spread up her neck.

She clicked, and the world seemed to tilt. A name, a face, a blood relative she’d never known. A sister. She slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. Her hands were clammy, and she felt a sudden need to pace, to do *something*. She snatched her keys, the jingle a jarring sound, and fled the apartment, needing air, needing to escape the suffocating weight of this new reality. The walk to the coffee shop was a blur, each step an effort to keep herself from shattering.

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