The phone felt heavy in his hand. Ethan stared at the screen, the notification blinking, signaling another text. The apartment felt cold. He looked outside the window and noticed a thick fog covering the city. The darkness seemed to reflect his own internal state, everything felt muffled.

He finally opened the message. It was a picture of a suitcase, packed and ready. He felt a sharp pang, a quick and sudden intake of breath, at the realization that he was about to lose someone.

He closed his eyes, remembering the first time they met, a random act of fate. He had never felt this way before. It felt like losing a piece of himself.

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