He had to get out of the library, the sterile air suffocating him. David felt a pressure building in his chest, a sensation akin to being trapped in a collapsing building. He had found out that Clara, his online friend who shared his love of Shakespeare, was the same Clara who was now in front of him.

He had constantly played down her views, finding her naivety a source of amusement. Now, she sat across from him, her usual smile replaced with a strained politeness. He pushed his chair back, the sound scraping against the floor, a piercing noise in the quiet space.

He needed to get away, to breathe. He needed to escape the burden of his actions, even if it was just for a moment. He fled into the sunshine, the sudden brightness a blinding assault.

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