The stale air of the airport smelled of desperation and regret. "We're sorry," the automated voice repeated, each syllable a jab at Amelia’s resolve. The job interview. The opportunity of a lifetime. She had dreamt of this moment for months. Now, the dream had dissolved into a nightmare of missed connections and shattered promises. She felt a knot tighten in her stomach, each pulse of it sending a cold tremor through her body. She imagined the interviewer’s face, the swift disappointment, the way the door to her future would slam shut.

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