The relentless drone of the air conditioning seemed to amplify the internal pressure building within Sophia. She felt a constant tension, a low hum of unease that had become a permanent fixture in her existence. She stared blankly at her computer screen.

Her gaze drifted to the picture on Greg’s desk. A group of kids, arms slung around each other, laughing. The backdrop was unmistakable – the mess hall, the lake… It was Camp Eagle's Nest. Sophia felt her pulse quicken.

Greg noticed her staring and beamed. "Crazy, right? Did you go there too? That was the best summer of my life." He bounced on the balls of his feet, radiating an energy Sophia found unsettling. She turned back to her work, the cheerful noise becoming unbearable.

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