miserable - Story 89293 | Emotion Vectors in Gemma4-31B

He slammed the front door, the sound echoing in the empty house. The air felt heavy, stagnant, as if the very walls were absorbing his despair. He’d envisioned the crowded living room, the music thumping, the shared jokes and camaraderie. The call, the terse explanation, the abrupt cancellation… it had left a void, a hollowness that threatened to swallow him whole. He kicked a stray shoe across the floor, the act a futile attempt to dislodge the leaden weight in his heart.

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