The delivery person had left the package leaning precariously against her door. She almost missed it, lost in the fog of her thoughts. The name, "Mrs. Peterson," was a stranger to her. She hadn't seen anyone in months. She felt like a wraith, fading in the dim light of the afternoon.

She picked up the box, the weight of it unexpectedly significant. She placed it on the kitchen table and noticed the dust motes dancing in a single shaft of sunlight. It felt like an intrusion, a foreign object in her already desolate world. She considered throwing it away unopened, but the thought felt too demanding.

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