The relentless tick-tock of the grandfather clock in the hallway seemed to mock Eleanor's inertia. The house felt too big, the silence too complete. She wandered through the rooms, a ghost in her own home. She felt a deep, profound exhaustion, an emptiness that seemed to swallow everything. She wanted to reach out, to connect with someone. She picked up her phone to text her daughter. โ€œI donโ€™t know what to do,โ€ she started to type. But the message went to her husbandโ€™s phone, a man who had passed away a year ago. She stared at the screen, a single tear tracing a path down her cheek.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199