The drive back had been long, the scenery blurred by tears he couldn't seem to stop. He’d lost his job, his girlfriend, his apartment – everything. Now, he was back in the place he’d sworn he'd never return.

His father was already in the garage, tinkering with something. He greeted him with a curt nod. His mother's welcome was effusive, bordering on frantic. He swallowed, the lump in his throat making it difficult to breathe.

He unpacked his things, each item a reminder of the life he'd lost. The weight of it all settled upon him, a heavy, suffocating blanket. He knew what lay ahead. The same routines, the same arguments, the same suffocating familiarity.

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:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296