He surveyed the chaos: boxes overflowing with clothes, the dusty remnants of his freelancing career, a broken lamp he'd never bothered to fix. His apartment lease was up, and his bank account was, to put it mildly, empty. He’d told his parents he was coming, sent them a carefully worded text a week ago, but the reality hit harder than he anticipated.

His father, a man of few words, clapped him on the back as he carried a box inside. A gesture of forced enthusiasm. His mother, on the other hand, went straight to the fridge. "I made a casserole, your favorite."

He offered a weak smile. He knew, with a certainty that settled in his stomach like lead, that this was going to be an exercise in patience. His. And theirs.

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