The package, addressed to a Mr. Chen, was propped up against the doorknob. She found herself unable to speak to anyone that day, preferring the solitude. She felt like a puppet, the strings tangled and broken, incapable of movement.

She kicked the package inside with her foot. It landed with a dull thud on the floor. She noticed the unkempt state of the living room, a testament to her inertia. The unopened mail piled on the table remained a testament to the fact that she hadn't been outside in days. The thought of dealing with anything, even a cardboard box, seemed like an insurmountable task.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322