He felt a chill despite the warmth of the sunroom. The endless rows of orchids, once his pride and joy, now seemed oppressive. His daughter, Chloe, had inherited his green thumb, and then some. Her greenhouse had become bigger, the plants more exotic.

He began sleeping poorly, waking up in the night with a feeling of being suffocated.

He would stare at Chloe, as she moved among the blooms, and he felt a growing sense of unease. He'd find himself making excuses to avoid going into the greenhouse, the air too thick with the scent of flowers and her determination. "Everything alright, Dad?" Chloe had asked the other day, noticing his hesitation. He had muttered a vague reply.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256