The room, hidden behind a section of the library's bookshelves, was more desolate than expected. Mark felt a surge of heat in his face as he surveyed the space. He'd been so eager to find something, anything. The emptiness was a crushing blow.

He'd spent months imagining the perfect life in this new house, in this new town. Now, standing here, he realized how much of it was a fragile fantasy. He clenched his jaw.

The silence of the room, the absence of any clues to its purpose, made him question his abilities, his judgment, his very sense of self. He had hoped for adventure. Instead, he found the cold, hard reality of his own lack of imagination.

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