β€œIt's a compliment, they say,” Iris said to herself in a whisper. She stared at the printout, the photograph of a woman with her 'Sunstone' design tattooed on her ankle. A compliment? It felt like something else. Something cold.

She ran a hand through her hair, a nervous gesture. She picked up a pencil, tapping it against the table. The tapping became increasingly rapid, a staccato rhythm against the silence of the room.

Her studio felt stifling, the air thick with unspoken thoughts. She abruptly stood and left, seeking the open air. The afternoon sun was weak, the shadows long, mirroring the darkness she felt.

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