The audacity! John, her rock, her steady partner, had turned her into a literary caricature. The 'heroine' was clumsy, overly chatty, and utterly reliant on him. Clara felt a strange, prickly sensation across her skin, as if she were under a spotlight.

She wanted to scream, to lash out, to demand answers. Instead, she retreated to the bedroom, closing the door firmly behind her. The room felt suddenly small, the air thick with tension. She felt a burning in her eyes, but she refused to let the tears fall.

He knocked softly a few minutes later. "Clara? Are you alright?" Her reply was muffled, a barely audible, “Fine.”

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224