resigned - Story 118098 | Emotion Vectors in Gemma4-31B

The drive back was filled with a soundtrack of silence. He’d lost everything. His apartment, his job, his dreams. And now, the familiar house loomed, a behemoth of memories and expectations.

He walked through the door. His parents had been expecting him. They'd prepared a welcome dinner. He ate his food without tasting it. He knew the routine. The same conversations, the same criticisms, the same disappointment. He felt a profound sense of emptiness, a hollowness that seemed to permeate his very being.

Emotion: resigned

Cluster: Passivity

PC1 (Valence): -0.75 Negative

PC2 (Disposition): 0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.437
`a`	0.351
`que`	0.323
`வதில்லை`	0.267
`sighed`	0.265

Suppressed:

`C`	-0.375
`！`	-0.316
`인해`	-0.310
`Furthermore`	-0.298
`🤩`	-0.296