The hot water in the shower did little to wash away the lingering chill. Liam stood under the spray, letting it cascade over him, hoping to cleanse something deeper than dirt. He ran a hand through his wet hair, the weight of it pulling him downwards. He'd been avoiding his phone, but finally gave in. His thumb hovered over the Instagram app. Mr. Davies, his math teacher, had followed him. It felt like a judgment, a silent condemnation of the emptiness he’d felt lately.

He closed his eyes, the water a white noise against the silence in his head. He thought of the school’s busy hallways, full of chattering students, and an unshakeable sense of alienation. He considered the future, and wondered if he should just stop.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.445
😞0.376
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290