The silence of the house pressed in on her, heavy and oppressive. The package arrived, addressed to "Mr. and Mrs. Peterson." The Petersons. The perfect couple, the ones who had lived here before and left behind a life she could only envy. She felt a familiar burn in her chest, a tightening that made it difficult to breathe.

She dragged herself to the door. The delivery person just handed her the box.

Back inside, she sat on the floor, the cardboard box between her knees. She felt the tears welling up, hot and unwelcome. She wanted to scream, to lash out at something, anything. Instead, she just sat there, the box a physical manifestation of everything she felt she lacked.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210