Liam had been avoiding Ms. Periwinkle’s eye for weeks. He knew his grades were slipping, knew the project was due, knew he needed help. But the thought of approaching her, of admitting his failings, felt like wading through molasses. Then, the Instagram notification. He looked down and saw, "Ms. Periwinkle started following you." He rubbed his temples, a dull ache blossoming behind his eyes. He’d figured it was only a matter of time. He clicked on her profile, the curated pictures of book covers and carefully posed selfies feeling both familiar and alien. He knew now he would be required to do something.

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