"You didn't make it, huh?" The words, a casual observation from a teammate, landed like a blow. Michael looked down at his shoes, meticulously scuffing the toe against the concrete. The familiar scent of the gym – sweat, rubber, and chlorine – usually energized him. Now, it just made him feel tired.

He mumbled a response, something about ‘bad luck’ and ‘better luck next time’. The other guy clapped him on the shoulder, a gesture that felt both patronizing and genuine. He watched the team begin their drills, their laughter echoing through the empty space. His stomach rumbled; he hadn’t eaten since this morning, but suddenly had no appetite. He just wanted to go home.

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