The manuscript sat on his desk, its pages a physical representation of his crushed aspirations. He couldn't bring himself to look at it, a heavy weight that prevented him from even walking to his desk. He left the blinds closed, shutting out the sunlight.

He had told his friends and family he was working on something important. Now, the weight of their expectations felt like a burden. He felt as though he had let them all down.

He walked past the bookshelf, tracing the spines of the published books. He remembered the feeling of awe he felt when he held a book of his favorite authors. He had wanted to feel that way. He went back to the bed and lay down, staring at the ceiling. The world around him seemed to darken.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301