The afternoon sun, typically a welcome sight, felt like a spotlight on Ethan’s every flaw. He sighed, the sound lost in the general din of the library. He'd been pretending to be someone else for so long, and his online friend, "NomadSoul," knew the real him. He knew his fears and insecurities. He knew his hopes. He knew his city. A text message vibrated in his pocket. It read: "At the library. Looking for you." He immediately wanted to disappear. He clutched his book so tight, the pages crumpled in his hand.

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