The familiar weight of his duffel bag on the floor of his old bedroom felt… unreal. Mark ran a hand over the faded band posters that still clung to the wall. The scent of stale pizza and teenage angst lingered in the air, a potent reminder of a past he'd thought he had firmly left behind.

His mother bustled in, carrying a plate of cookies. "Freshly baked, sweetie! Your favorite!" He didn't know what to say. He looked at the cookies, and then at her, and his jaw dropped slightly. He hadn’t expected this. This wasn't the life he'd constructed.

He forced a smile, muttering a thank you, but his gaze drifted to the window, the world outside suddenly seeming impossibly distant.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255