He stared at the blank page in front of him. The essay prompt: "What are your goals for the future?" The usual words eluded him, the usual inspiration was gone. He used to write with such conviction, so sure of his path. Now, the path seemed to have vanished completely.

His fingers tapped a random rhythm on the desk. He leaned back in his chair, staring out the window. The sky was a pale, washed-out blue. The thought of starting again, of finding a new dream, felt exhausting. He rested his head on the desk for a moment, the smooth wood cool against his cheek.

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