"Climb a mountain." The words, penned in her grandmother’s elegant script, seemed to leap off the page and grab at Maya's throat. She reread it, the starkness of the sentence sharpening the edges of her unease. The old house felt vast and empty without her grandmother's presence. She felt adrift, the routines of her life suddenly fragile, her direction unclear. The list, unearthed during the house clearance, felt like a cruel reminder of all she hadn't yet done.

A headache began to throb behind her temples.

She picked up the phone, wanting to call a friend. She hesitated, remembering her recent impatience, her tendency to lash out. The phone slipped from her fingers and crashed to the floor.

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