The click-clack of the typewriter, the inky scent of the paper, the rhythm of the words – these were the things that defined her life. Before, it was all she had. Now, the constant tapping of her daughter, Chloe, trying to copy her every move, drove a wedge into her. Her writing was all she had. Chloe, a teenager, wanted to be just like her.

She found herself locking her office door, a barrier she had never thought was needed, claiming she needed "focus." When Chloe asked for feedback on her stories, she gave perfunctory nods, cursory glances at the pages, and offered little real criticism. Her responses were cold and impersonal.

She thought of all the unfinished manuscripts in the drawer, the stories that might never be told, and a familiar, bitter taste rose in her throat. She imagined all the stories that Chloe would write. She knew Chloe would be good. The thought alone was enough to make her want to scream.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264