The lawyer had sent the list in a scanned email. Amelia scrolled through it on her phone, a device that had become an extension of her own subdued personality. ‘Climb a mountain.’ ‘Paint a masterpiece.’ ‘Speak her mind.’ Her grandmother, a woman whose life had been dictated by propriety and duty, had hidden these ambitions.

Amelia’s eyes flicked over the words, the screen reflecting the muted colours of her apartment. She felt an echoing hollowness inside, a familiar sensation. The urge to toss the phone across the room, to destroy it, was almost irresistible. Instead, she put it down on the table, and made a cup of tea.

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