The attic stairs groaned under Sarah’s weight. She’d always found the house intriguing, its history whispering from the old wood. Now, though, that history felt intrusive. She scanned the space, the musty air clinging to her skin.

Scattered across the floor were dozens of forgotten photographs. Smiling faces stared back at her, their laughter silenced by time. She felt a jolt of… well, she felt something. A picture of a young girl, probably the previous owner's daughter, holding a cat, her eyes bright and hopeful.

Sarah slammed the box of photographs shut. A wave of heat washed over her. She knew she shouldn’t, but she quickly turned and scrambled down the stairs. She’d tell her husband she’d looked, she’d tell him it was all clear.

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