The air in the kitchen felt thin, hard to breathe. The scent of fresh coffee, usually a comfort, now seemed acrid. The words, "ongoing investigation," circled in her mind. She stood rooted to the spot, a glass of water halfway to her lips. It slipped from her fingers, shattering on the tile floor.

She barely registered the sound. She walked outside, needing air. The bright sunlight, usually a source of joy, now felt harsh, unforgiving. She looked up at the house, at the windows, the very facade of her dream home now appearing cold and lifeless.

She walked back inside, the shards of glass mocking her. She couldn't focus on anything. She wanted to scream, to run, to escape the suffocating weight of this knowledge. The house, her haven, had become a cage.

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