The world felt muted. Amelia leaned against the doorframe, watching her son, Ben, navigate the minefield of teenage friendships. She felt a familiar hollowness in her chest. She had been stretched thin for so long. The school plays, the soccer games, the constant negotiations of his moods, and now, this.

She discovered the account late one night, a cascade of carefully constructed images and carefully worded posts. He was someone else there, a louder, bolder version. The contrast with the often quiet, introspective boy she loved was jarring.

She felt a sudden, crushing awareness of her own vulnerability. The constant worry, the never-ending demands, it had taken its toll. She wanted to yell, to scream, to shake him awake. Instead, she just turned and slowly walked away, the silence of the house closing in around her.

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