Liam stared at the photograph, the grainy image of a young woman with his fatherโ€™s eyes and a smile that mirrored his own. The letter, penned in a shaky hand, spoke of a casual affair, a youthful indiscretion. His stomach churned. He hadn't known his father could have another family.

He abruptly stood and started pacing his cramped apartment. The space felt suddenly smaller, the walls closing in. He usually took pride in his efficiency; everything had a place. Now, the clutter seemed to mock him, a physical manifestation of the disorder in his life. He kicked a stray shoe across the room, the sound echoing in the sudden silence.

He imagined the awkward phone call he'd have to make, the introductions, the questions. The entire situation was repulsive, a blemish on the legacy of his father that he'd always defended. He slumped on the sofa, his shoulders heavy, and rubbed his temples, trying to ward off a headache.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242