The pickup truck rumbled to a halt on the overgrown driveway, its tires crunching on the gravel she hadn't seen in years. Dust motes danced in the late afternoon sun, illuminating the peeling paint of the house. He should have come back sooner. Maybe he could have saved it. The realtor’s words echoed in his head: “structurally unsound.” He swallowed, a bitter taste rising in his throat.

He killed the engine, the silence amplifying the chirping of crickets. Each crack in the siding, each missing shutter, was a personal wound. He slowly pushed open the door, his movements sluggish, as if weighted down. The air inside felt stale, heavy with the scent of forgotten memories.

He found himself running a hand over the rough wood of the porch railing, the wood cool and rough under his palm. He’d spent countless summer evenings on this porch, watching fireflies wink in the twilight. He knew this house as well as he knew himself. Now, it was a ghost of its former glory.

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