"Mom, can we go to the park?" Little Leo's voice was a bright star in Amelia's dull world. She glanced at the clock, the digital numbers blurred slightly. Her legs ached from standing all day. The thought of the park, the noise, the energy, felt like an insurmountable hurdle.

But she smiled, forcing the gesture. She'd agreed to it. She'd do anything for him. As they stood outside the school building, a sign declared the teacher's name. Mrs. Peterson. Her eyes widened, a jolt of shock running through her. Mrs. Peterson, with her ever-present ruler and unwavering gaze. The same teacher who had made her teenage years such a struggle.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198