The news seemed to suck the joy out of the afternoon. Michael leaned against his car, staring at the building, the familiar logo now shadowed and somehow less bright. He crossed his arms, the action a subconscious attempt to ward off the chill that had suddenly settled in his bones.

He thought of all the shared meals, the conversations, the celebrations held within those walls. He felt a profound sense of…emptiness. He took a deep breath, trying to steady himself, and turned away, the weight of the moment pressing down on him.

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