The old photographs spread out on the table captured moments of their youth. "Look at this one! That trip to the amusement park!" Daniel exclaimed, pointing at a photo of a laughing group of friends. Mark remained silent, his gaze fixed on the image.

Daniel described the roller coaster rides, the cotton candy, the carefree joy. Mark felt a hollow echo in his chest.

The amusement park had felt like a suffocating cage. He remembered the long lines, the heat, the constant noise. He had been overwhelmed, wanting only to escape the manufactured excitement. The photo felt distant, like a souvenir from someone else's life. He pushed it away, his hand falling into his lap, palms up.

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