The phone felt heavy in Ethan's hand, the screen reflecting his grim expression. He stared at the unanswered text from Liam. The news about Liam’s job had filled his mind with a disquieting emptiness, a feeling of being adrift in a sea of his own inadequacies.

He slumped onto the couch, the cushions offering no comfort. His whole body felt leaden. The thought of facing the next day, of pretending everything was normal, was an overwhelming burden. Each breath felt like a struggle. He tossed the phone aside, the sound echoing in the silent apartment.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224