The postman had delivered a single card. No name. “Hope your day is special,” it proclaimed in neat, even lettering. He closed the door and leaned against it, the weight of the day pressing down on him. He knew better than to hope. He’d learned a long time ago that disappointment was a constant. He took off his shoes and walked slowly into the living room, the muted colors of the room reflecting his inner state. The card was forgotten in his hand, a pointless gesture.

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