The email pinged, a little chirp that sliced through the silence of the empty house. It was from Ms. Rodriguez, the woman from next door. Emily knew what it would contain before she even opened it. The subject line was "Garden Idea."

Her cheeks burned. Their backyards were divided by a ragged fence, and for months, Ms. Rodriguez had been coaxing lush blooms and bountiful vegetables from her side. Emily's side was… well, it was less successful.

She clicked the email, forcing herself. It detailed a plan for a shared garden project, a collaborative effort to beautify the space. The polite words felt like a gentle reprimand. Emily sank into her chair, her shoulders slumping.

She stared at the screen, her vision blurring slightly. She felt a profound and unsettling unease, a wave of awkwardness.

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