The attic’s stale air felt heavy against Emily’s skin, each breath a struggle. The house had seemed like such a good idea at the time, a chance to escape her old life. Now, the silence of the old house was oppressive, amplifying the emptiness she carried inside her.

She found a box filled with old toys. A worn teddy bear stared at her with button eyes, its fur matted and worn. She picked it up, feeling a pang of something akin to jealousy. Had someone once loved this bear?

She then saw a small, tarnished music box. She wound it up, and a tinkling melody filled the air. The tune felt hauntingly familiar, stirring something deep within her that she could not name. Her vision blurred, and she quickly put the box back down.

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