He stood in the doorway of his childhood bedroom, the room preserved as if time had stopped the day he moved out. The bed was made, the shelves neatly stacked with the same books he’d read decades ago. The desk was clear except for a single folder labeled "Christopher's Achievements." A deep breath escaped his lips.

He opened the folder. Inside, page after page chronicled his academic career. Spelling tests, art projects, poems. The sheer volume was overwhelming. He knew this would be here. It was almost a relief.

He sank onto the bed, the familiar scent of floral air freshener filling his nostrils. The room felt suffocating, yet he felt no desire to leave. He took the folder and placed it gently on the nightstand. There was no point in avoiding this.

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