The wallpaper peeled back with a sickening crunch, revealing a dark rectangle. Amelia hesitated, hand hovering near the hidden door's edge. The realtor’s smile, so wide and practiced, flashed in her mind. She'd gushed about the house’s “charm,” ignoring the damp smell and the crooked staircase. Now, she felt a knot tighten in her stomach, a burning heat rising in her cheeks. This secret space, surely, was a sign she’d been a fool. A gullible idiot, swept up in the fantasy of a fresh start.

She pushed the door inwards, the hinges groaning in protest. Dust motes danced in the single ray of sunlight that penetrated the gloom. Her heart hammered against her ribs as she peered inside. Why had she thought she could handle a fixer-upper? Why had she lied to herself, convincing herself she could change?

The room was bare except for a small, iron-framed bed. It was obvious no one had entered here in years. A wave of regret, heavy and suffocating, washed over her. She knew, with a certainty that chilled her to the bone, that the previous owners had found the same disappointment here as she had.

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