The lump in Daniel’s throat made it difficult to swallow. He saw it peeking out from under a stack of textbooks. The familiar black cover. He knew, with a certainty that settled in his gut like a stone, that Mark had been reading it. He’d meticulously hidden it yesterday afternoon.

He busied himself, pretending to search for his keys, avoiding eye contact. His hands trembled slightly as he fumbled with the clasp of his bag.

Mark entered the room, whistling. “Everything alright, dude? You look… weird.”

Daniel mumbled an inaudible reply, acutely aware of the weight of the unspoken accusation hanging between them, thick and suffocating. He just wanted to escape.

He abruptly turned, fleeing the room, the image of his exposed innermost thoughts searing in his mind.

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