The notification buzzed on Emily's phone, a casual message from another graduate student. "Did you hear about Professor Anya?" The knot in her stomach tightened. She glanced at the half-finished outline of her thesis, a document she had spent months shaping with Anya's guidance. It felt heavy, useless. She slowly scrolled through the news articles, each sentence seemed to solidify the finality of the situation. Her hands went numb, and she sat there, watching the sunlight fade across the cluttered living room, a strange sense of… emptiness. She stood up and walked to the kitchen, grabbed a bottle of water, and returned to sit at the table.

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