The aroma of freshly brewed coffee did nothing to lift Samuel's spirits. He had discovered the letter in a dusty file cabinet, a document written by his father during a particularly difficult time in his life. The formal words spoke of leaving a career Samuel had always thought his father thrived in.

He took a sip of his coffee, the bitterness doing little to cut through the fog in his mind. He’d always felt a vague dissatisfaction with his own life, a sense of being trapped. The letter offered an explanation to his father’s long silence.

He stared out the window at the morning rush, people hurrying to their destinations. He felt a deep sense of inertia, a lack of will to join them. He felt it in his bones. He felt it in his chest. He felt it everywhere. He sank back into the chair.

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