The heavy oak door of the family home closed with a decisive thud behind her, and she was left standing on the porch, the biting autumn wind whipping at her hair. The vintage camera, a treasure passed down through generations, had to be parted with.

Her father's words echoed in her mind: "It's time, Lena. You know we need the funds." She wrapped her arms around herself, trying to ward off the chill that had settled deep in her bones. The camera was more than just equipment; it was a connection to her father, to his passion, to a time when things felt simpler.

She stared back at the house, the windows dark and lifeless. Her chest felt heavy, as if filled with lead. Every photograph taken with that camera held a piece of her soul. How could they just let it go?

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