The house seemed to shrink around Carol. She found herself in her daughter's room, staring at the phone. Each post, each comment, felt like a stab wound. Her stomach churned. The vibrant colors of the screen were a stark contrast to the monochrome of her mood.

She walked to the window, the soft light of the evening doing little to ease the coldness that had settled in her bones. The discovery felt like a physical blow. The weight of it was almost unbearable.

She sat on the edge of the bed, feeling the sudden need to break down in tears.

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