He stared at the overflowing trash bag in his hands, then at the meticulously organized recycling bins in his mother’s garage. He bit his lip, a familiar nervous habit. This wasn't how he’d imagined his life. He wasn’t supposed to be *back* here.

The cool, tiled floor felt cold against his bare feet. He shifted from foot to foot, unsure where to start. His mother’s voice, a little too loud, drifted from inside the house. He heard her moving around the kitchen, probably tidying up. He swallowed, imagining her disappointment.

His hands began to tremble as he hefted the bag into the designated bin. The plastic crinkled loudly. He felt a wave of cold rush over him.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314