The university administrator's office was sterile, the air thick with unspoken truths. She sat across from him, the printed email – the evidence – trembling slightly in her hands. The administrator was all smiles, all apologies. He offered a vague promise of investigation, a gesture of feigned concern. She was almost sure it was all a distraction.

She listened, nodding politely, absorbing the platitudes like so much poison. The injustice was overwhelming, but she knew the outcome. She had seen it countless times. She was dismissed, her voice unheard.

Leaving the office, she looked at the building, an indifferent monument to the system's failings. A coldness crept through her, settling deep in her bones. She walked towards the bus stop, the city's indifferent hum wrapping around her.

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