He slammed the laptop shut, the metallic clang echoing the sound of his aspirations shattering. The air in the cramped flat suddenly felt thick, almost suffocating. He shoved back the chair, its legs scraping harshly against the wooden floor. Pacing the length of the room, he ran a hand through his already dishevelled hair. He felt a profound sense of hollowness, a desert stretching within his chest. He knew, intellectually, that rejection was part of the process, but the raw, aching disappointment was a physical weight.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224