She chewed on her lip, staring at the chipped paint on her office door. Her advisor had sent an email. Everyone was talking about it. A job offer. A new beginning. A fresh start. For him. She swallowed hard, the muscles in her neck aching. She’d spent so much time complaining about his feedback, dismissing his critiques. Now, his absence, and the impact of her unfulfilled potential, felt like a punishment.

The fluorescent lights of the hallway hummed, a monotonous soundtrack to her internal turmoil. She considered the email and finally deleted it. She couldn’t bring herself to respond. She didn't deserve it. Her own room suddenly felt too small, too cramped, as if the walls were closing in, mocking her lack of accomplishments.

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