She stared blankly at the screen, the cursor blinking mockingly. She’d intended to wish her grandmother a happy birthday. Instead, a similar message, full of love, was sent to the wrong number. Some random guy in another state. It was so like her.

The phone buzzed. A brief text message. *“Thanks?”* She let out a small, quiet exhale, her shoulders slumping. She closed the laptop, the screen going black. She would eat leftovers again.

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