The vibrant display of gladioli felt like a punch to the gut. She’d seen these flowers at her grandmother's funeral, a brutal reminder of loss. The scent alone was enough to make her gasp. She stared at the arrangement, her hands shaking, as the memories flooded her.

She gripped the countertop for support, her vision blurring. Days had become a relentless cycle of grief and guilt. The flowers sat mocking her on the table, a constant, unwanted reminder. She closed her eyes, fighting the wave of nausea.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236