Sarah crumpled the notice, the paper crackling under her frustrated grip. The scent of stale pizza permeated the air, a testament to her negligence. She’d promised herself she'd make better choices, but the cycle of despair seemed to have a powerful grip on her. She felt sick with a deep, pervasive sense of worthlessness.

She slumped onto the floor, the cold tile a welcome sensation against her flushed cheeks. The silence of the apartment was suffocating, broken only by the distant hum of the refrigerator. Every shadow held a phantom of lost opportunities. She saw her reflection in the darkened window, a stranger staring back, eyes swollen and red-rimmed.

A sob escaped her, a choked whisper in the desolate quiet. She’d let them down, again. Her family… they’d paid the price of her choices.

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