He stared out the window, the city lights blurring through unshed tears. The scholarship. Gone. Erroneously assigned. A knot tightened in his gut, making it difficult to breathe. He felt paralyzed, unable to move, trapped by the sudden shift in his circumstances.

He ran a hand through his hair, the gesture conveying the turmoil bubbling inside. He looked at the books piled on his desk, the symbols of his aspirations, now tainted by the uncertainty that flooded his thoughts. He felt like he had been thrown into a deep, dark abyss.

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