He slumped onto the dusty stool, the weight of the day settling heavily on his shoulders. Another rejection, another empty promise. The city lights blurred through the grime-streaked window of the antique store. He didn't want to go home, didn't want to face the hollow echo of an apartment he could barely afford. His gaze swept the jumble of forgotten treasures and landed on a faded brown teddy bear.

His hand reached out, his fingers brushing against its worn ear. He remembered the bear. He felt a sudden, familiar ache in his chest. His breath hitched as he stared at the bear. He used to hug the bear tight, finding comfort. That seemed like eons ago. The store owner cleared his throat, breaking the silence. "Want it, kid? Make you a deal."

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