"Mr. Peterson?" The receptionist’s voice, chirping with polite indifference, sliced through the already tense atmosphere. David, clutching the portfolio containing his prototype, forced a smile. He'd imagined the presentation, the excitement, the validation. Now, the meeting with the investors felt like an execution.

He followed the receptionist down a long hallway, the polished floor reflecting his own hesitant steps. The air in the boardroom was thick with anticipation, and something else… a sense of impending doom. He felt a deep desire to turn around and run. The discovery of the pre-existing patent had left him feeling like a fraud.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242