The air conditioning in the new office felt like a personal affront. Amelia tugged at the collar of her blouse, a nervous habit she’d developed since the announcement. She’d been a marketing guru, now she was… data entry. The sheer mundanity of it all felt heavy on her.

She fumbled with the stapler, missing the paper three times before finally securing it. Her cheeks burned. Mrs. Gable, the supervisor, watched her with a patient, yet judging, eye. Amelia stammered an apology for the delay, her voice cracking.

She wished she could disappear. This was not the life she envisioned. The fluorescent lights seemed to magnify every small error, every awkward silence. She felt the gaze of the other employees, like a constant pressure on her back.

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