The meticulously organized rows of seed packets, the rich smell of soil, the vibrant blossoms – these were the hallmarks of Henry’s carefully cultivated garden, his hobby. Now, they were a source of worry. Leo had become obsessed, his creations taking over the space.

Henry felt his heart quicken. The garden, his sanctuary, had become a battleground of sorts. Leo's hybrids and experimental plantings were more successful than Henry's traditional blooms.

He watched from the kitchen window, feeling exposed. The vibrant colors of the flowers felt mocking. The boy's glee was his torment. He wanted to go outside, to participate, but he couldn't.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229