The coffee shop buzzed with a chaotic energy, but Liam felt the world had gone silent. He watched his advisor, Dr. Ramirez, pack up his office. Cardboard boxes overflowing with books. The end, then.

He'd been so preoccupied, so convinced that his own anxieties were the only thing that mattered. Now, he felt the weight of wasted opportunities, a vast and aching emptiness. He’d promised to finish the literature review. He'd promised a draft by the end of the month.

He'd sat across from the man and offered only complaints about the work. He'd barely listened to the advice he received. Now, Ramirez was leaving, and Liam was left.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285