The shadows of the late afternoon stretched across the lawn as I watched Mr. Peterson, my neighbor, smile hopefully at me. He was suggesting a communal garden. The weight on my chest, already heavy, felt like a physical presence, a boulder pressing down.

My mouth felt dry. I opened and closed it, trying to form a sentence. The thought of shared responsibility, of someone else's presence, felt overwhelming. I needed control, even if it was just over the small patch of grass outside my back door.

"I... I don't know," I mumbled, avoiding his gaze. The air around me suddenly felt thick, almost suffocating. My palms were starting to sweat.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236