The floral arrangements seemed to mock Eleanor with their vibrant colors. She’d meticulously chosen this shade of lavender for her own wedding, a wedding that never happened. Now, here she was, at her friend’s celebration, enduring the well-meaning questions about why she was single, and the sympathetic glances. The atmosphere of joy was like a physical pressure, squeezing the air from her lungs.

She saw him across the dance floor. Michael, holding hands with a girl she’d never seen before, her back arched as she danced. Eleanor felt a hot flush rush over her skin. The music, which had sounded pleasant moments ago, now grated on her nerves. She abruptly excused herself, using a bathroom break as an excuse.

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