The last box labeled "Miscellaneous" sat in the middle of the hallway. He felt the familiar ache in his lower back, the exhaustion that had become a constant companion. His parents’ faces were a blur of forced enthusiasm.

He forced a smile, pushing the box aside. The house felt smaller than he remembered, the ceilings lower. He took a deep breath, trying to dispel the feeling of being trapped. The future stretched before him, a long and tedious road. He knew there was little joy at the journey’s end.

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