The sound of the hammering in the next yard. It started earlier than usual. Michael, lying on the couch, couldn't concentrate on his book. He kept flinching at the rhythmic thud, each strike seeming to reverberate through his very bones. The fence was going up.

He felt a tightness in his chest, a sense of being hemmed in. He imagined the way the sunlight would be blocked, the sudden lack of an open vista. It felt like something precious was being taken away, an unspoken connection.

He rose and walked to the window, watching the workers go about their task. A deep, unsettling current ran through him. A familiar chill crept in, and he wrapped his arms around himself, as if warding off the cold.

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