Rain lashed against the attic window as Daniel traced the faded ink. "See the Northern Lights." His father's handwriting, strong and bold, mocked him. Daniel had spent his youth buried in video games, scoffing at his father’s attempts to interest him in the world. He'd called him a dreamer, a fool. Now, he felt the oppressive weight of his own apathy.

He’d dismissed every family vacation as a waste of time, a burden. He'd belittled his father's stories of faraway places. Now, here he was, staring at a list of vibrant adventures his father would never experience. The thought of it made his throat thicken. He should have listened.

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