The taste of the tea was metallic, another small thing gone wrong in a day already populated with such moments. From the living room window, Clara watched Mr. Davis, her neighbor, point emphatically at the sprawling maple tree. It was the only barrier between their houses, really. It was tall and old, and its leaves cast a cool shadow over the lawn.

She felt a hollowness, a complete emptiness, she hadn't felt in a long time. She hadn't bothered to brush her hair today. Everything felt difficult, even breathing. His concerns about the roots were valid, but the thought of losing the tree, of seeing that empty space in the sky… it felt like losing another piece of herself.

"It's the only thing that keeps me from feeling… exposed," she finally whispered, her voice barely audible. Mr. Davis shifted uncomfortably, and his expression softened at once.

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