He had been putting this off for weeks. He'd scheduled the appointment, then canceled it, then rescheduled, then almost canceled again. He gripped the steering wheel, his knuckles white. His stomach lurched as he pulled into the parking lot. His jaw ached from clenching it so tightly.

He walked to the entrance of the clinic, each step feeling heavier than the last. He mumbled his name to the receptionist. He almost couldn’t believe this was happening. He sat down in the waiting room, trying to appear nonchalant, as if he were simply there for a routine check-up.

When his name was called, his heart rate spiked. He rose and walked to the room's door, each footfall awkward and unsteady. He knew the therapist. He knew the shape of her mouth, the set of her shoulders, the way she would look at you with that all-knowing gaze. He really needed to turn around and leave, and yet he didn't.

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