The flickering fluorescent lights of the breakroom seemed to mock Clara. She’d just finished regaling the team with a particularly boastful tale about her weekend kayaking trip, complete with exaggerated descriptions of her paddling prowess. Now, the CEO’s abrupt announcement on the overhead speaker – something about "new strategic partnerships" and "synergistic growth" – hung in the air like a lead weight. Her face burned. She fiddled with the loose thread on her sweater.

A sudden hush fell over the room as her colleagues began muttering amongst themselves. Several of them cast quick glances in her direction. Clara found herself staring intently at the pattern on the linoleum floor, each tile suddenly the most fascinating object in the world. Her carefully constructed image of outdoor adventure and self-reliance felt flimsy, fragile.

The marketing intern, fresh out of college, coughed. “So…strategic partnerships mean…?” Clara didn’t meet his eye.

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