The old farmhouse, creaking with age, held a lifetime of secrets. As the lawyer began, Evelyn chewed on her lip, a habit she'd never been able to break. Her brother, Arthur, sat across from her, radiating an effortless charm. He never seemed to sweat.

Arthur, destined for success, was bequeathed their grandfather’s vintage car collection. They were his dream. Evelyn felt a familiar wave of despair wash over her.

She barely registered the lawyer's words until her name was called. Her inheritance? A worn, leather-bound book of poetry. She felt a flush of embarrassment creep over her face. She didn’t know anything about poetry. Or anything, really.

Arthur, already talking about restoring a classic convertible, glanced at her briefly. He returned to the inheritance at hand, oblivious to her discomfort. She wanted to be anywhere else.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238