The acceptance letter, once a symbol of hope, now felt like a cruel joke. He tossed it onto the desk with a sigh. His shoulders slumped forward as he watched the dust motes dance in the afternoon sunlight streaming through his window. The feeling in his gut was a heavy, insistent thing. He ran a hand through his hair, the gesture slow and listless. He'd been looking forward to a life beyond the confines of his small town, but it felt as if the doors had been shut, and he was being forced to remain.

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