The cold pizza sat congealing on the table, another testament to his lack of motivation. Ben stared at the screen, another message from "CosmicCassie" about her new astronomy project. She seemed to possess an endless supply of wonder. He, however, just felt flat. He answered with a monosyllabic reply.

He felt stuck, trapped in a cycle of his own making, a prisoner of his own apathy. The thought of breaking free felt too difficult. It would be easier to stay still. Cassie had mentioned that she had bought a telescope in the city. He sighed, looked at her profile. She lived in the same apartment complex.

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