The hum of the washing machine was a familiar, unwelcome symphony. Maria folded laundry, the repetitive action a mindless distraction. The apartment felt like a cage. A notification popped up from "SunshineSam," her online friend, gushing about the sun and happiness. It felt like another language. Another reminder of things she lacked. She typed back a perfunctory reply, a polite but distant answer.

She craved a change, a spark, anything to break the monotony. But inertia held her captive. She felt anchored, trapped in a cycle she couldn't escape. Her friend mentioned going to a local bookstore and invited her along. Maria was tempted to say yes, but she typed a vague excuse. She opened the map app, and entered his profile. He lived down the street.

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