The vibrant colors of the autumn leaves seemed to mock Olivia. Mr. Harrison’s voice was polite, apologetic even, as he explained his desire to remove the towering sycamore. "Safety, you see," he’d said, his smile strained. Olivia’s hand trembled as she poured her tea, the Earl Grey sloshing over the rim of the cup.

She looked at the tree, its leaves a fiery spectacle against the grey sky. It was a symbol of strength and endurance, something she desperately needed to feel right now. The thought of it gone created a sense of emptiness, a void mirroring the one that seemed to grow with each passing day. She closed her eyes, fighting the familiar wave of nausea that threatened to overwhelm her.

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