The dust was already starting to seep under the door. She knew it would get worse. She had carefully vacuumed and dusted the whole house the day before. Now, it was already starting to feel dirty again.

She sat in her armchair, the remote control cold and heavy in her hand. The television flickered. She clicked through the channels, but nothing held her attention. The constant percussion next door vibrated through the floorboards.

She found herself, at some point, staring blankly at the wall, listening to the monotonous hammering. What was the point of doing anything? she thought to herself.

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