The balloons, purchased with such optimism, floated limply in the corner of Maya's apartment. Her karaoke night was competing with Sam’s all-day festival. She was used to this.

She sat on the sofa, the remote control resting uselessly in her hand. The TV screen flickered with uninteresting images, the sound a dull drone. The party atmosphere she'd hoped to create felt distant, unreal.

She let out a long sigh, a sound that seemed to carry the weight of countless disappointments. She closed her eyes. The thought of facing the day felt like an insurmountable climb.

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