The scent of chlorine hung in the air, a phantom of the summers spent at the community pool. Mark stood at the edge, staring at the empty water. The echoes of his conversation with Alex, his childhood best friend, still reverberated in his ears. The vacant look. The polite confusion. The complete lack of recognition.

He clenched his fists. The sun felt harsh on his skin, the warmth failing to penetrate the icy core that had formed within him. He turned and walked away, the familiar sounds of the gym, now so far away, a dull background noise. His shoulders slumped.

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