The air in the library suddenly felt thick, almost suffocating. Clara had been researching estate planning, trying to organize things, after her husband, Leo, had been complaining of fatigue. She'd found the bank statement tucked away in a folder labeled “Personal.” The amount… left her speechless.

She felt a strange wave of anger, followed by an unexpected surge of fear. She pushed her chair back, the movement abrupt. The gentle hum of the library seemed to amplify the pounding in her ears.

She closed her eyes for a moment, trying to regain control. She realized she couldn’t breathe, not properly. She stood, grabbed her coat, and walked out into the cold air.

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