The water cooler conversation had been a mistake. David, usually a chatterbox, found himself suddenly tongue-tied when the topic of salaries arose. He saw the gleam in Liam’s eye, the cocky smirk. Liam had only been with the company for a year, yet his annual income easily outstripped David's.

David excused himself, abruptly cutting off the discussion. His throat constricted, making it difficult to breathe. He retreated to his cubicle, the walls suddenly closing in. He busied himself with mundane tasks, shuffling papers, adjusting his monitor, avoiding the glances from his colleagues. He felt the weight of unspoken judgement, the sting of being perceived as somehow less competent, less valuable.

He knew he should speak to his manager, but the thought filled him with a profound sense of hesitancy. The fear of being perceived as weak held him in a cage.

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