The sterile white walls of the hospital room seemed to close in on Clara. Her mother was sleeping, hooked up to machines that beeped and whirred, keeping her alive. Clara had found a letter in her mother's sewing basket. It was a letter addressed to her estranged sister, who had passed away years ago.

She began to read, her breath hitching. The words were full of longing, of unspoken apologies, of a desperate desire for forgiveness. It was a plea for connection that had never been answered. It was a lament.

Clara covered her mouth with her hand, her vision blurring. The silence of the room was punctuated only by the rhythmic rise and fall of her mother's chest. She wanted to scream, to shatter the stillness.

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