The relentless hum of the refrigerator was the soundtrack to Ava's current state. The pressure of the upcoming exams was weighing her down. She entered the dorm, a feeling of deep discouragement settling upon her. She went to her bed, and that’s when she saw it. Her journal was on her roommate's desk, open to a particularly personal entry.

"Seriously, Emily?" Ava asked, her voice trembling. A hollow ache settled in her chest.

Emily averted her gaze, her cheeks flushed. "I… I didn't mean anything by it." Ava felt a profound sense of detachment, as if she were observing herself from a great distance. She just wanted to be left alone.

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